{"id":"W2990138177","doi":"10.2196/15530","title":"Delivering a Post-Partum Weight Loss Intervention via Facebook or In-Person Groups: Protocol for a Randomized Feasibility Pilot Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Weight loss; Intervention (counseling); Randomized controlled trial; Psychological intervention; Protocol (science); Medicine; Obesity; Psychology; Physical therapy; Gerontology; Family medicine; Nursing; Alternative 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":[0.04507691,0.004592928,0.006471211,0.002982572,0.005100089,0.003982796,0.003805134,0.006578472,0.09329132],"category_scores_gemma":[0.03449221,0.004138983,0.003376266,0.003386119,0.003934236,0.003815345,0.002962856,0.01037295,0.01943996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005498544,"about_ca_system_score_gemma":0.02290224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003137046,"about_ca_topic_score_gemma":0.006012127,"domain_scores_codex":[0.9769633,0.01393817,0.002457813,0.001481511,0.002745264,0.00241379],"domain_scores_gemma":[0.9831208,0.004899716,0.002695592,0.002202651,0.00437292,0.002708374],"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":[0.5581992,0.0957057,0.002988242,0.04715074,0.001693781,0.001337607,0.003259507,0.005740153,0.006287504,0.01260199,0.08877952,0.1762561],"study_design_scores_gemma":[0.7650656,0.07973523,0.00727998,0.009258881,0.0007865119,0.0002337693,0.001096639,0.003376552,0.002452896,0.007428023,0.1229389,0.0003470379],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004037158,0.0000344191,0.0005776865,0.00005465703,0.0000703676,0.998351,0.0002738769,0.00003062422,0.0002037257],"genre_scores_gemma":[0.0003373812,0.00003158584,0.0009750413,0.00004476035,0.00001179204,0.9984543,0.0000350205,0.000001819395,0.000108298],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09329132,"threshold_uncertainty_score":0.3120905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.401073010801648,"score_gpt":0.6400388968499541,"score_spread":0.2389658860483061,"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."}}