{"id":"W3118659584","doi":"10.3390/curroncol28010049","title":"Identifying Best Implementation Practices for Smoking Cessation in Complex Cancer Settings","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; McMaster University; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Smoking cessation; Referral; Context (archaeology); Psychological intervention; Intervention (counseling); Family medicine; Cancer; Flexibility (engineering); Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08175331,0.0007042734,0.0006912193,0.002212408,0.003393355,0.004778797,0.002685345,0.00146963,0.002269488],"category_scores_gemma":[0.1738201,0.0005053699,0.0009891759,0.001911901,0.001912206,0.002649251,0.003938867,0.001513219,0.000206685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01747283,"about_ca_system_score_gemma":0.05190023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02143717,"about_ca_topic_score_gemma":0.05319861,"domain_scores_codex":[0.9028198,0.07049461,0.006255074,0.002881336,0.01312022,0.004428986],"domain_scores_gemma":[0.8935841,0.06005765,0.01749312,0.006067143,0.01625579,0.006542203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008219456,0.008553761,0.2231673,0.009597347,0.0005042709,0.0004268906,0.06228854,0.005007426,0.002988764,0.00286869,0.004321449,0.6794537],"study_design_scores_gemma":[0.002882935,0.02837376,0.6840922,0.02579909,0.001587849,0.0008581537,0.1682566,0.02751861,0.01394663,0.007184178,0.03898926,0.000510791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9407334,0.002348651,0.01615041,0.009886938,0.00008296717,0.0184848,0.0002568548,0.0002915474,0.01176444],"genre_scores_gemma":[0.9255575,0.0009616098,0.06726459,0.00061367,0.00001333527,0.005146793,0.0000960466,0.00002366257,0.0003226807],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08175331,"threshold_uncertainty_score":0.432358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4049219332039893,"score_gpt":0.5728940745707864,"score_spread":0.1679721413667972,"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."}}