{"id":"W3099963528","doi":"10.1177/2150132720963656","title":"Development of Best Practice Guidelines for Primary Care to Support Patients Who Use Substances","year":2020,"lang":"en","type":"article","venue":"Journal of Primary Care & Community Health","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"Michael Smith Health Research BC","keywords":"Medicine; Primary care; Primary health care; Best practice; Family medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06147236,0.001081683,0.0009686167,0.003204751,0.006595737,0.007435373,0.005269179,0.006756112,0.005042799],"category_scores_gemma":[0.1518399,0.001007187,0.001515567,0.002674559,0.005378884,0.009415141,0.007769089,0.008433257,0.00251858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008469091,"about_ca_system_score_gemma":0.05238772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054407,"about_ca_topic_score_gemma":0.02178779,"domain_scores_codex":[0.9167405,0.06104038,0.007520626,0.002104116,0.009592049,0.00300231],"domain_scores_gemma":[0.8529283,0.06865969,0.01405987,0.007648713,0.03950249,0.01720084],"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":[0.00008832476,0.001760683,0.01865166,0.008611345,0.0001145057,0.004823799,0.2257548,0.001620753,0.003292614,0.01776339,0.2444547,0.4730634],"study_design_scores_gemma":[0.0002376973,0.0009772605,0.01716194,0.03814213,0.0001860553,0.00424695,0.2117895,0.002385926,0.002923009,0.04491645,0.6766264,0.0004067477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.08755356,0.01645335,0.138064,0.645788,0.006364372,0.01390827,0.0007337292,0.001874526,0.08926016],"genre_scores_gemma":[0.2981508,0.01609918,0.6277916,0.04010244,0.000802246,0.008769826,0.0006529598,0.0003017017,0.007329256],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06147236,"threshold_uncertainty_score":0.3251008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4428470836725185,"score_gpt":0.532899996607221,"score_spread":0.09005291293470247,"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."}}