{"id":"W2912517729","doi":"10.2196/11832","title":"Effect of Serial Anthropometric Measurements and Motivational Text Messages on Weight Reduction Among Workers: Pilot Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Western Sydney University","keywords":"Randomized controlled trial; Anthropometry; mHealth; Reduction (mathematics); Psychology; Medicine; Physical therapy; Mathematics; Psychological intervention; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003670889,0.002207799,0.004816225,0.001036276,0.001229845,0.001286916,0.001978227,0.003850602,0.01299203],"category_scores_gemma":[0.006071157,0.001261007,0.002611487,0.00087675,0.001845759,0.001571889,0.001315384,0.003672781,0.001298537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347299,"about_ca_system_score_gemma":0.003344194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003770243,"about_ca_topic_score_gemma":0.005634314,"domain_scores_codex":[0.9973617,0.001328519,0.0002677969,0.0004214842,0.0002510817,0.0003693954],"domain_scores_gemma":[0.9964934,0.00121097,0.0006503289,0.0002369651,0.0003013911,0.001106901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9575285,0.03008763,0.0003269886,0.001345124,0.0006731283,0.00003679397,0.0001082646,0.0001278136,0.0006601979,0.00004854762,0.0003811463,0.008675816],"study_design_scores_gemma":[0.9297112,0.06833866,0.001077901,0.00007828093,0.000295963,0.000006301484,0.00002668915,0.0001259202,0.0001010228,0.00005052577,0.0001789457,0.000008665863],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399226,0.002891984,0.001172781,0.001199944,0.001530701,0.04930803,0.001427246,0.000362193,0.002184524],"genre_scores_gemma":[0.8818653,0.002720425,0.00675996,0.001698985,0.001224174,0.1001366,0.0007701141,0.00003990872,0.004784414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01299203,"threshold_uncertainty_score":0.04346263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05479761912101389,"score_gpt":0.4295575909366423,"score_spread":0.3747599718156284,"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."}}