{"id":"W2156671224","doi":"10.1016/s0306-4603(01)00268-4","title":"Predictive value of aspects of the Transtheoretical Model on smoking cessation in a community-based, large-group cognitive behavioral program","year":2003,"lang":"en","type":"article","venue":"Addictive Behaviors","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Calgary; Alberta Cancer Foundation","funders":"","keywords":"Transtheoretical model; Smoking cessation; Logistic regression; Nicotine withdrawal; Attendance; Medicine; Behavior change; Relapse prevention; Clinical psychology; Psychology; Acceptance and commitment therapy; Intervention (counseling); Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0008140665,0.0002675747,0.0004418509,0.0002863377,0.0001589804,0.000009328252,0.0001657835,0.0002732697,0.00005768255],"category_scores_gemma":[0.0001349626,0.0002177325,0.0002429644,0.0006685518,0.0006744522,0.000113213,0.00002577967,0.001023212,3.892546e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000248493,"about_ca_system_score_gemma":0.0002401603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001409819,"about_ca_topic_score_gemma":0.00004660116,"domain_scores_codex":[0.9973316,0.0007154103,0.0005329007,0.0002996199,0.0007855358,0.0003349044],"domain_scores_gemma":[0.9986978,0.0002192384,0.000269389,0.0004148287,0.0003069779,0.00009173466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008922802,0.01306345,0.943199,0.00007029608,0.00004902276,0.00001333517,0.005769315,0.0006422581,0.002051071,0.03195592,0.000004169473,0.002289923],"study_design_scores_gemma":[0.006032549,0.003650425,0.9162914,0.001137627,0.001301626,0.0000093808,0.004003368,0.001660672,0.06445129,0.001229923,0.000004438929,0.0002273718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924651,0.00000984815,0.00281901,0.00002380953,0.00009828144,0.001646283,0.0002869399,0.00005853333,0.002592216],"genre_scores_gemma":[0.9991811,0.000002229181,0.00016623,0.00007449953,0.000009190329,0.0003262874,0.0001898508,0.00004408145,0.000006520028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06240022,"threshold_uncertainty_score":0.8878874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03242788725582969,"score_gpt":0.3342305709716525,"score_spread":0.3018026837158229,"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."}}