{"id":"W3203054631","doi":"10.2196/27801","title":"Remote Patient Monitoring and Incentives to Support Smoking Cessation Among Pregnant and Postpartum Medicaid Members: Three Randomized Controlled Pilot Studies","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicaid; Medicine; Randomized controlled trial; Smoking cessation; Incentive; Intervention (counseling); Family medicine; Pregnancy; Physical therapy; Health care; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01088307,0.001747095,0.002772468,0.000988522,0.001322655,0.001328965,0.001867054,0.003181897,0.006470239],"category_scores_gemma":[0.01356631,0.0009675472,0.004499905,0.001149539,0.002372606,0.001462991,0.001162666,0.003038763,0.0005276672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190957,"about_ca_system_score_gemma":0.005191094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004370915,"about_ca_topic_score_gemma":0.006774405,"domain_scores_codex":[0.9918743,0.005264436,0.0007920276,0.0006095576,0.0005946229,0.0008651144],"domain_scores_gemma":[0.9887912,0.00587902,0.002242577,0.0009492643,0.0009245866,0.001213333],"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":[0.7762229,0.1738451,0.001586226,0.002367515,0.002731879,0.00008147694,0.0004665901,0.0004510458,0.001478458,0.0001917653,0.0006359492,0.03994115],"study_design_scores_gemma":[0.7647105,0.2291878,0.002776943,0.0001550923,0.001456864,0.00001641388,0.0001474386,0.0003843836,0.0004663616,0.0001419718,0.0005325758,0.00002354763],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.909766,0.002852677,0.002530403,0.0005856726,0.0004544879,0.08149679,0.0008601353,0.0002190714,0.001234748],"genre_scores_gemma":[0.8686903,0.002770792,0.009296702,0.0009507732,0.0003924912,0.1161464,0.0005161213,0.00002732785,0.001209166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01088307,"threshold_uncertainty_score":0.05755591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08824773784693964,"score_gpt":0.4183348904718587,"score_spread":0.3300871526249191,"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."}}