{"id":"W3154889627","doi":"10.1111/cob.12456","title":"Consider the context: An analysis of personal social networks of caregivers of children participating in a paediatric weight management program","year":2021,"lang":"en","type":"article","venue":"Clinical Obesity","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Amorfix (Canada); University of Toronto; McMaster University; Trillium Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Context (archaeology); Social network (sociolinguistics); Social media; Sociocultural evolution; The Internet; Health care; Nursing; Family 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":[],"consensus_categories":[],"category_scores_codex":[0.004419302,0.00008721831,0.0006538844,0.00009045933,0.000216251,0.000004046557,0.0001662105,0.0001912854,0.0005254997],"category_scores_gemma":[0.0006750422,0.00006371176,0.0002757254,0.001025855,0.0002332041,0.000166834,0.000158871,0.0005502203,0.000001971441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004662916,"about_ca_system_score_gemma":0.0002647361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000363471,"about_ca_topic_score_gemma":0.001105587,"domain_scores_codex":[0.9945827,0.002126632,0.002567796,0.0002054185,0.0002442688,0.0002731869],"domain_scores_gemma":[0.9964246,0.001518416,0.001235068,0.0002798423,0.0004447341,0.00009741182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007141325,0.0006299759,0.9696122,0.000214391,0.0002104003,9.136699e-7,0.007401703,0.00004569153,6.72057e-8,0.0006234745,0.0001833403,0.02100646],"study_design_scores_gemma":[0.0008558179,0.00005984286,0.9663266,0.00005010326,0.0003461036,4.966207e-8,0.007680399,0.02442861,0.000001668303,0.00003637261,0.0001609894,0.00005346164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981026,0.0001008564,0.0001896056,0.0002563349,0.0001427578,0.000646002,0.0000574072,0.00001274586,0.0004916557],"genre_scores_gemma":[0.9986014,0.0000584846,0.0004109318,0.0006738801,0.00009284573,0.00007298803,0.00006803886,0.000003650555,0.00001780322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02438292,"threshold_uncertainty_score":0.5753853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0839410724855676,"score_gpt":0.4919991117004772,"score_spread":0.4080580392149096,"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."}}