{"id":"W7116806719","doi":"10.1136/bmjoq-2025-003635","title":"Understanding barriers and identifying solutions for smoking cessation in primary care: survey results informed by an integrated knowledge translation approach in British Columbia, Canada","year":2025,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Okanagan University College; Vancouver Coastal Health Research Institute; Vancouver Coastal Health; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Smoking cessation; Primary care; Knowledge translation; Workflow; Government (linguistics); Medical record; MEDLINE; Primary health care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006854832,0.0004112355,0.0006569946,0.00138208,0.005844484,0.002959662,0.001243903,0.0006427082,0.002820667],"category_scores_gemma":[0.01257116,0.0005400219,0.0005168489,0.003913193,0.001195553,0.0005767954,0.002064188,0.001213676,0.0003925255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0552765,"about_ca_system_score_gemma":0.1617429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929905,"about_ca_topic_score_gemma":0.9945866,"domain_scores_codex":[0.9944577,0.001080249,0.0004654707,0.0004033195,0.002157452,0.001435831],"domain_scores_gemma":[0.9850866,0.002800835,0.0006205398,0.0002385241,0.009329097,0.001924457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004245162,0.0009422814,0.6540655,0.002417587,0.0001194184,0.001028954,0.2090736,0.001047448,0.002156209,0.0005546859,0.00958948,0.1185804],"study_design_scores_gemma":[0.00008430151,0.0003999566,0.8442028,0.0007030427,0.00007160372,0.0001163861,0.1429239,0.0009350725,0.000480989,0.00009826132,0.009913552,0.00007016482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843114,0.0008380708,0.000690776,0.001425511,0.00002609277,0.00163004,0.002486486,0.00003477986,0.008556889],"genre_scores_gemma":[0.9897082,0.0009454137,0.002682449,0.0008300256,0.000006261223,0.0009918032,0.001304342,0.0000179844,0.003513576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0552765,"threshold_uncertainty_score":0.4010609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.325627008351644,"score_gpt":0.4274334639341206,"score_spread":0.1018064555824765,"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."}}