{"id":"W2072764045","doi":"10.1016/j.pmedr.2015.03.001","title":"Assessing effective smoking cessation intervention in primary care","year":2015,"lang":"en","type":"article","venue":"Preventive Medicine Reports","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Canada Research Chairs; University of Toronto","funders":"","keywords":"Medicine; Smoking cessation; Nicotine replacement therapy; Family medicine; Referral; Context (archaeology); Intervention (counseling); Medical prescription; Population; Primary care; Nursing; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001544534,0.00017289,0.0003957188,0.0003391026,0.00004343303,0.00002344129,0.00003644687,0.0001140754,0.00003958337],"category_scores_gemma":[0.0005374379,0.0001467853,0.0000899174,0.0003832002,0.00007615148,0.0004177388,0.00004232098,0.0002953933,8.427053e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129003,"about_ca_system_score_gemma":0.000135304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000326083,"about_ca_topic_score_gemma":0.00001689518,"domain_scores_codex":[0.9979291,0.000202543,0.0006032631,0.0003903755,0.0006750898,0.0001996608],"domain_scores_gemma":[0.9987546,0.00005792902,0.0004063598,0.0002622149,0.0003911574,0.0001277852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004693937,0.0001266706,0.8828607,0.0002537053,0.00002726877,0.0005339652,0.003353064,0.000008933137,0.0007074107,0.000006948332,0.0000779805,0.1119964],"study_design_scores_gemma":[0.002497057,0.0003273499,0.9855452,0.002789154,0.0002785243,0.0003877872,0.005176194,0.00001880068,0.002275582,0.0003719953,0.000204644,0.0001277425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810804,0.0009430805,0.002967612,0.0001230652,0.0009485309,0.0008810238,4.393528e-7,0.00008308148,0.01297274],"genre_scores_gemma":[0.9989262,0.000008508731,0.00007518749,0.00005152956,0.0002678208,0.0001262354,0.0003590837,0.0000246508,0.0001607635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1118687,"threshold_uncertainty_score":0.598573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04174101869596665,"score_gpt":0.3665438236600742,"score_spread":0.3248028049641076,"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."}}