{"id":"W2054360783","doi":"10.12968/npre.2011.9.5.243","title":"Prescribing update on smoking cessation","year":2011,"lang":"en","type":"article","venue":"Nurse Prescribing","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Medicine; Varenicline; Smoking cessation; Referral; Medical prescription; Pharmacy; Lozenge; Family medicine; Quit smoking; Toll; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008995355,0.0006832741,0.0011025,0.002783509,0.0007880935,0.001309064,0.001084297,0.003055823,0.06478854],"category_scores_gemma":[0.006740602,0.0003725054,0.0008182169,0.002786043,0.0001548118,0.001467605,0.0007488478,0.002858461,0.03699351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009428966,"about_ca_system_score_gemma":0.002752239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01484341,"about_ca_topic_score_gemma":0.04687166,"domain_scores_codex":[0.9986337,0.000173728,0.0002286536,0.00005635928,0.0008248483,0.00008261682],"domain_scores_gemma":[0.9939886,0.001196993,0.0007135998,0.0001670984,0.003127917,0.0008057609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003689837,0.0001011267,0.0005106411,0.0006237985,0.00000714927,0.0001580751,0.00003396995,0.00004666033,0.0001541519,0.0001645017,0.7819362,0.2162269],"study_design_scores_gemma":[0.00004286974,0.00005523283,0.003971666,0.001537708,0.00002158547,0.0003481271,0.00003833829,0.0000701709,0.00006133268,0.000177471,0.9936632,0.00001229626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004341257,0.1497983,0.00207132,0.1763436,0.05583517,0.00103107,0.01546307,0.00177919,0.5933371],"genre_scores_gemma":[0.0123656,0.3801511,0.009083849,0.117468,0.06406682,0.0009912607,0.02453635,0.0003685147,0.3909685],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06478854,"threshold_uncertainty_score":0.2167393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07665783508824033,"score_gpt":0.2974452221144868,"score_spread":0.2207873870262465,"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."}}