{"id":"W4378640240","doi":"10.2196/44979","title":"A Financial Incentives Program to Promote Smoking Cessation Among Recently Hospitalized Individuals: Feasibility and Acceptability Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incentive; Smoking cessation; Psychological intervention; Medicine; Voucher; Incentive program; Intervention (counseling); Abstinence; Quitline; Family medicine; Test (biology); Environmental health; Finance; Business; Nursing; Psychiatry","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":[0.006437215,0.0006932684,0.000598915,0.000738947,0.001492735,0.0008600685,0.001020991,0.001291769,0.003781662],"category_scores_gemma":[0.007140398,0.0005829022,0.00112695,0.000353151,0.0006820124,0.001039041,0.001217374,0.001950339,0.0003933462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001324634,"about_ca_system_score_gemma":0.004154176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006153581,"about_ca_topic_score_gemma":0.01026201,"domain_scores_codex":[0.9963899,0.001914538,0.000226021,0.0002698122,0.0005573992,0.0006422292],"domain_scores_gemma":[0.9960651,0.001257159,0.0004584855,0.000262155,0.0004818274,0.001475288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02469826,0.610828,0.140239,0.001052403,0.0004420198,0.0007331357,0.008002277,0.0006980302,0.007366445,0.000811597,0.003798016,0.201331],"study_design_scores_gemma":[0.03537105,0.4226496,0.5209585,0.0003033008,0.0004282954,0.0004443977,0.005976575,0.004468995,0.002381578,0.00044671,0.006434036,0.0001370558],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870201,0.00003361947,0.0005509562,0.0003021822,0.0000274939,0.0108776,0.0002536835,0.00003035043,0.0009038779],"genre_scores_gemma":[0.9620881,0.0001921096,0.008120227,0.0009012713,0.00007854235,0.0270237,0.0004421171,0.00001555297,0.001138256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006437215,"threshold_uncertainty_score":0.03404361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064421447588367,"score_gpt":0.4647904951020563,"score_spread":0.3583483503432195,"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."}}