{"id":"W1555990190","doi":"10.1111/jrh.12117","title":"Alcohol, Isolation, and Access to Treatment: Family Physician Experiences of Alcohol Consumption and Access to Health Care in Rural British Columbia","year":2015,"lang":"en","type":"article","venue":"The Journal of Rural Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of New Brunswick","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Family medicine; Mental health; Community health; Population; Rural health; Isolation (microbiology); Alcohol consumption; Rural area; Health care; Primary care; Environmental health; Public health; Gerontology; Nursing; Psychiatry; Alcohol","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":[0.0005926591,0.0001202249,0.0002428686,0.0003686945,0.004907159,0.001257113,0.0005922658,0.0004077138,0.003404542],"category_scores_gemma":[0.002588575,0.0002530222,0.00009779557,0.0006306851,0.001583568,0.0003744727,0.001224069,0.0007738087,0.0001404878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007050213,"about_ca_system_score_gemma":0.01285795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8557653,"about_ca_topic_score_gemma":0.93492,"domain_scores_codex":[0.9989552,0.0003739359,0.00003584053,0.00006012861,0.0001914274,0.0003834506],"domain_scores_gemma":[0.997041,0.0005424936,0.0005582834,0.00003526794,0.0004905483,0.001332409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002093304,0.0003343885,0.6042895,0.0002860741,0.00005794493,0.003555442,0.3531066,0.0001796986,0.002211347,0.0002962111,0.006974608,0.02849879],"study_design_scores_gemma":[0.00001868345,0.0001586561,0.5327047,0.0001708851,0.00001794111,0.0008103737,0.4591457,0.0001812848,0.0001105896,0.00005929542,0.006590284,0.00003162525],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975077,0.0002746016,0.00001883261,0.0007460939,0.00000663571,0.000007965601,0.00002488141,0.000001870389,0.001411353],"genre_scores_gemma":[0.9989084,0.0002485589,0.00002862204,0.0002649458,0.00000287135,0.000005563381,0.00001449886,0.000001282297,0.0005252388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1442347,"threshold_uncertainty_score":0.2901681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07794922341465949,"score_gpt":0.3909026894222128,"score_spread":0.3129534660075533,"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."}}