{"id":"W4386365788","doi":"10.1016/j.cct.2023.107322","title":"Recruiting families using social media versus pediatric obesity clinics: A secondary analysis of the Aim2Be RCT","year":2023,"lang":"en","type":"article","venue":"Contemporary Clinical Trials","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Health Sciences Centre; McMaster University Medical Centre; University of British Columbia; Hospital for Sick Children; SickKids Foundation; BC Children's Hospital; University of Alberta; University of Calgary; University of Victoria","funders":"Canadian Institutes of Health Research; Alberta Innovates; University of British Columbia; Ontario Ministry of Health and Long-Term Care; BC Children's Hospital; Michael Smith Health Research BC; David Suzuki Foundation; Obesity Canada; Consejo Nacional de Ciencia y Tecnología; Public Health Agency of Canada; Diabetes Canada; Women and Children's Health Research Institute; Alberta Health Services","keywords":"Medicine; Randomized controlled trial; Family medicine; Obesity; Social media; Pediatrics; Gerontology; Internal medicine; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06006822,0.000203768,0.001877286,0.0004795494,0.00110608,0.00006479871,0.0007534876,0.0006352495,0.0001959043],"category_scores_gemma":[0.3922701,0.0001729429,0.001585054,0.006121286,0.0008793894,0.0002717929,0.0001957969,0.0006994426,0.00003646696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000174858,"about_ca_system_score_gemma":0.00493537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002036638,"about_ca_topic_score_gemma":0.001293906,"domain_scores_codex":[0.9787829,0.01505931,0.004107794,0.0005416151,0.0009976539,0.0005107506],"domain_scores_gemma":[0.7146972,0.2793818,0.004325371,0.000609284,0.0005915529,0.0003948158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004862706,0.0002150705,0.8961281,0.00007706112,0.0009078196,0.000003842073,0.04649658,0.000008526533,0.000006876631,0.001183084,0.005653047,0.04883376],"study_design_scores_gemma":[0.003419777,0.00009028944,0.9371972,0.00005064498,0.002647018,4.155151e-8,0.03259851,0.0002270775,0.000008966866,0.002081417,0.0212755,0.0004035445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576668,0.0006051471,0.00000940992,0.002379662,0.03564289,0.001607556,0.0001428849,0.0001682233,0.001777386],"genre_scores_gemma":[0.9860101,0.001450832,0.0001291682,0.0001897869,0.012001,0.0001179124,0.0000486043,0.00002482173,0.00002773602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3322019,"threshold_uncertainty_score":0.9678575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8138457888265864,"score_gpt":0.6074689972912443,"score_spread":0.2063767915353422,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}