{"id":"W2783628593","doi":"10.2196/mhealth.7713","title":"Face-to-Face Versus Mobile Versus Blended Weight Loss Program: Randomized Clinical Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Weight loss; Medicine; Computer science; Psychology; Obesity; 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":[0.002943584,0.002143451,0.005382773,0.0007487647,0.0007321597,0.001695072,0.001453393,0.003507693,0.01276914],"category_scores_gemma":[0.004037828,0.001014242,0.002685369,0.0007114876,0.001627898,0.001720077,0.000797083,0.003028631,0.001714676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173958,"about_ca_system_score_gemma":0.001759754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103986,"about_ca_topic_score_gemma":0.002133153,"domain_scores_codex":[0.9982536,0.0008162888,0.0001793364,0.0003489727,0.0001805357,0.0002211716],"domain_scores_gemma":[0.9980758,0.000651416,0.0005462751,0.0001239602,0.0001760854,0.0004264509],"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":[0.981768,0.008640027,0.0001992235,0.001340385,0.0008756971,0.00001978294,0.00003136781,0.00009431472,0.0004277588,0.0000604069,0.0002561316,0.006286887],"study_design_scores_gemma":[0.957893,0.04049569,0.0004134671,0.0001015798,0.0005096836,0.000009287851,0.00001812173,0.0001687882,0.00009877954,0.00008663981,0.0001970295,0.000007980342],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9226194,0.01389653,0.0021935,0.001566926,0.003095334,0.05043841,0.001661592,0.0002915064,0.004236783],"genre_scores_gemma":[0.9182205,0.005665927,0.004992324,0.002289955,0.002015757,0.06107388,0.0007197526,0.00002874527,0.004993213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01276914,"threshold_uncertainty_score":0.04271698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1619086360112847,"score_gpt":0.5498663067999641,"score_spread":0.3879576707886794,"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."}}