{"id":"W2010848235","doi":"10.1186/1472-6963-13-108","title":"Enhancing screening, brief intervention, and referral to treatment among socioeconomically disadvantaged patients: study protocol for a knowledge exchange intervention involving patients and physicians","year":2013,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Zymeworks (Canada); University of Toronto; Royal Alexandra Hospital; University of Alberta","funders":"Alberta Innovates; University of Alberta; Royal Alexandra Hospital Foundation; Alberta Health Services","keywords":"Medicine; Brief intervention; Referral; Family medicine; Intervention (counseling); Health care; Public health; Disadvantaged; Community health; Health informatics; Nursing","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":[0.02554973,0.003553875,0.005134106,0.002243721,0.007138671,0.002869015,0.004921266,0.005472281,0.07211743],"category_scores_gemma":[0.01851613,0.003677658,0.003596221,0.002215179,0.002645164,0.002934517,0.003628015,0.006804108,0.01003595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007260368,"about_ca_system_score_gemma":0.03600582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006742888,"about_ca_topic_score_gemma":0.01347396,"domain_scores_codex":[0.9868553,0.0070753,0.001687323,0.001353766,0.001071055,0.001957242],"domain_scores_gemma":[0.9884998,0.003190644,0.001613661,0.001352469,0.002579529,0.00276392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2730513,0.3436678,0.007243746,0.03604785,0.001002773,0.001498731,0.01206504,0.005535807,0.004997509,0.006935376,0.04558795,0.2623661],"study_design_scores_gemma":[0.6710606,0.1486659,0.0245625,0.01015627,0.001181172,0.0002793916,0.006270237,0.003553297,0.004072168,0.006648113,0.1230316,0.0005188289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00224252,0.00003518628,0.0007518816,0.00006965748,0.00003623563,0.9960729,0.0003736046,0.00001971634,0.0003983126],"genre_scores_gemma":[0.0009176395,0.00003731575,0.001471101,0.00004653645,0.000007501167,0.9973346,0.00005019544,0.000001264654,0.0001338376],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07211743,"threshold_uncertainty_score":0.2412568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07468026720948139,"score_gpt":0.4483881975641707,"score_spread":0.3737079303546893,"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."}}