{"id":"W1994221960","doi":"10.4236/ojpm.2013.32021","title":"Adapting the Stage of Change model to investigate adolescent behavior related to reducing second hand smoke exposure","year":2013,"lang":"en","type":"article","venue":"Open Journal of Preventive Medicine","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research; Canadian Breast Cancer Research Alliance","keywords":"Environmental health; Medicine; Psychological intervention; Smoke; Behaviour change; Tobacco smoke; Population; Cohort; Stage (stratigraphy); Demography; Psychiatry; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001799258,0.0001824042,0.0005684774,0.0002343846,0.0001156168,0.00004080977,0.0003913407,0.00007513317,0.001368597],"category_scores_gemma":[0.0003394687,0.0001114037,0.00009266117,0.0003565057,0.0001290095,0.0003295566,0.000164209,0.0004638409,0.000004081395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114304,"about_ca_system_score_gemma":0.0001394403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002964311,"about_ca_topic_score_gemma":0.00001386292,"domain_scores_codex":[0.9979013,0.0001584391,0.0009010394,0.0002045831,0.0006018489,0.0002327725],"domain_scores_gemma":[0.9979026,0.00005272502,0.0006615369,0.0003214105,0.0006923826,0.0003693958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006312382,0.0007372278,0.3008469,0.0003208991,0.0003173202,0.0001480904,0.05276979,0.0003730304,0.5701034,0.0001264658,0.009404816,0.06422082],"study_design_scores_gemma":[0.003962281,0.002626278,0.935049,0.006142949,0.0007069547,0.0001621401,0.005937781,0.0001880571,0.0443612,0.0001129197,0.0005590732,0.0001913737],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916987,0.0002061526,0.0005732166,0.004707729,0.000316641,0.001992236,0.000008584936,0.000004892865,0.0004918426],"genre_scores_gemma":[0.9924217,0.00001394388,0.0007938616,0.0009099016,0.0001655137,0.00008345861,0.000006002858,0.00002866417,0.005576993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6342021,"threshold_uncertainty_score":0.9995443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.165690331058636,"score_gpt":0.3729214090676026,"score_spread":0.2072310780089665,"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."}}