{"id":"W2513206624","doi":"10.2196/mhealth.5873","title":"Retrofit Weight-Loss Outcomes at 6, 12, and 24 Months and Characteristics of 12-Month High Performers: A Retrospective Analysis","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Weight loss; Medicine; Body mass index; Obesity; Weight management; Coaching; Weight change; Retrospective cohort study; Physical therapy; Gerontology; Psychology; Surgery; Internal medicine","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":[0.001808049,0.0003592448,0.0004448423,0.00154859,0.000493229,0.000559223,0.0004934323,0.0003144988,0.001206641],"category_scores_gemma":[0.001903145,0.000344733,0.0009735517,0.001265266,0.0003143999,0.000543043,0.0006497796,0.0004415458,0.000373532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004155796,"about_ca_system_score_gemma":0.0003438306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003559964,"about_ca_topic_score_gemma":0.003904645,"domain_scores_codex":[0.9990915,0.0001227488,0.000150266,0.0002327077,0.0002916399,0.0001110372],"domain_scores_gemma":[0.9971494,0.000308284,0.001529925,0.000260658,0.0004807089,0.0002709519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001488178,0.00004266643,0.9986852,0.00001329523,0.00005886776,0.00002475948,0.00004717058,0.00001712712,0.00007027484,0.000004509583,0.00006048654,0.0008268],"study_design_scores_gemma":[0.000008398569,0.0003167791,0.99903,0.00001031816,0.00005740295,0.000129935,0.000134373,0.00009465617,0.00007690063,0.000005440721,0.0001324839,0.000003417853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981253,0.0001850828,0.0001927124,0.000008860569,0.000003214275,0.00005600774,0.001061519,0.000007022777,0.0003602547],"genre_scores_gemma":[0.9975927,0.0001029883,0.0002158685,0.00002123867,0.000007446693,0.00009213693,0.001746863,0.000005278024,0.0002153617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003559964,"threshold_uncertainty_score":0.009561956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03961090562094256,"score_gpt":0.3897106871574803,"score_spread":0.3500997815365378,"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."}}