{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003029617,0.0001868025,0.0009150209,0.0003374437,0.0003540401,0.0001159805,0.00005932532,0.00007787679,0.00004457184],"category_scores_gemma":[0.001676331,0.0001314564,0.00008300285,0.0003788896,0.0004239978,0.0004218652,0.0002601719,0.0004347246,0.000001379962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002052516,"about_ca_system_score_gemma":0.0001284785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007164787,"about_ca_topic_score_gemma":0.00002270631,"domain_scores_codex":[0.9967856,0.0006240276,0.0005695588,0.0003346119,0.001275421,0.0004108044],"domain_scores_gemma":[0.997359,0.0009531983,0.000164263,0.0002092364,0.001079135,0.0002351419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1432101,0.0009620707,0.4368905,0.001963532,0.002670731,0.0003874334,0.2306712,0.000007314512,0.005327046,0.0005579276,0.0009704261,0.1763817],"study_design_scores_gemma":[0.2970171,0.00331847,0.6113527,0.006198376,0.0004848462,0.00007572194,0.05383402,0.0008992372,0.02511308,0.00112492,0.0001404559,0.0004409809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942452,0.001092863,0.0001290925,0.001019235,0.0002433918,0.002477943,0.000004935081,0.00003976548,0.0007475764],"genre_scores_gemma":[0.9977602,0.001386873,0.0001021442,0.00002682372,0.000087271,0.0004558569,0.00002252559,0.00001818117,0.000140176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1768371,"threshold_uncertainty_score":0.5360637,"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."}}