{"id":"W4200551517","doi":"10.2196/30578","title":"A Pragmatic Intervention Using Financial Incentives for Pregnancy Weight Management: Feasibility Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Incentive; Psychological intervention; Medicine; Pregnancy; Physical therapy; Gestation; Lottery; Intervention (counseling); Psychology; Obstetrics; Nursing; Surgery","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":[0.008187023,0.002265338,0.003921641,0.00148746,0.001614635,0.001664488,0.001738281,0.004683003,0.01373511],"category_scores_gemma":[0.01955751,0.001424408,0.002993361,0.001205814,0.002434075,0.0020953,0.002162592,0.003389787,0.0008467315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002511534,"about_ca_system_score_gemma":0.006954111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003475964,"about_ca_topic_score_gemma":0.003501889,"domain_scores_codex":[0.9904494,0.006767281,0.0007404908,0.0007242882,0.0006362388,0.0006822007],"domain_scores_gemma":[0.993644,0.003077141,0.001389447,0.0003535846,0.0003626505,0.001173152],"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":[0.8824997,0.05523928,0.000962316,0.006677835,0.002052414,0.0001095704,0.0002823406,0.0006830806,0.000465293,0.0007445121,0.001660054,0.04862356],"study_design_scores_gemma":[0.9650118,0.03232856,0.000781873,0.0003318338,0.0003399244,0.00001174008,0.00004636822,0.0004008245,0.00006093849,0.0002750038,0.0003959508,0.00001507378],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7313013,0.008169801,0.006617943,0.004796759,0.003625255,0.2377211,0.001805863,0.0006404504,0.005321532],"genre_scores_gemma":[0.7190998,0.003053723,0.01808429,0.002476448,0.0009495688,0.2538405,0.000441783,0.00002791803,0.002025938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01373511,"threshold_uncertainty_score":0.04594857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05772508769330766,"score_gpt":0.4382593709026084,"score_spread":0.3805342832093008,"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."}}