{"id":"W4416218689","doi":"10.58931/cpct.2025.3350","title":"Applications of Canada’s Guidance on Alcohol and Health in Primary Care","year":2025,"lang":"","type":"article","venue":"Canadian Primary Care Today","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre on Substance Use and Addiction","funders":"","keywords":"Alcohol use disorder; Psychosocial; Primary care; Alcohol; Alcohol consumption; Naltrexone; Alcohol abuse; Injury prevention; 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":[0.01460248,0.00144089,0.002129999,0.003736247,0.008031542,0.006338312,0.006165175,0.01892278,0.06771718],"category_scores_gemma":[0.06377829,0.001911621,0.003811504,0.005762751,0.003609391,0.002755477,0.003948888,0.01130187,0.01407177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08773108,"about_ca_system_score_gemma":0.4179893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9698286,"about_ca_topic_score_gemma":0.9781777,"domain_scores_codex":[0.9726598,0.005029493,0.002202284,0.001103221,0.01400375,0.005001497],"domain_scores_gemma":[0.9024158,0.01767628,0.002190805,0.002027224,0.05980617,0.0158837],"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":[0.00001508804,0.00003517991,0.0006438512,0.0004356405,0.00001034398,0.00009650733,0.0002892495,0.0001104992,0.0000413485,0.003394968,0.9733052,0.0216221],"study_design_scores_gemma":[0.0001320513,0.00003608124,0.00632715,0.003331543,0.00003037832,0.0001327253,0.0004663088,0.0002222279,0.0000557799,0.002492527,0.9866949,0.00007833302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001283491,0.02264749,0.00401831,0.5874878,0.01871623,0.004122033,0.0284318,0.00123941,0.3320535],"genre_scores_gemma":[0.03172755,0.04935462,0.07107048,0.4612548,0.006037152,0.009798495,0.02461962,0.001144406,0.3449928],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08773108,"threshold_uncertainty_score":0.6365365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112716071759401,"score_gpt":0.2610977724901068,"score_spread":0.2498261653141667,"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."}}