{"id":"W2920106035","doi":"10.1097/cxa.0000000000000047","title":"Piloting an Addictions Medicine Consultation Team in Kingston, Ontario, Canada: Results of an Inpatient Needs Assessment","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Addiction medicine; Addiction; Medicine; Multidisciplinary approach; Substance abuse; Family medicine; Needs assessment; Service (business); Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005156775,0.0004983411,0.0003505662,0.000955588,0.006581075,0.001475417,0.001902281,0.0007259761,0.00307785],"category_scores_gemma":[0.01267291,0.0005953202,0.0006073976,0.001112409,0.001202997,0.0008877013,0.003022073,0.000916863,0.0004046296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06174975,"about_ca_system_score_gemma":0.1784061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9104894,"about_ca_topic_score_gemma":0.9703605,"domain_scores_codex":[0.994354,0.001314784,0.0003630844,0.0002095285,0.001847773,0.001910814],"domain_scores_gemma":[0.9767063,0.001286251,0.001294976,0.000362224,0.01217614,0.008174079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001361229,0.0111873,0.6857194,0.00188645,0.0001157421,0.003037448,0.08559231,0.001327411,0.006051114,0.0004061309,0.01762552,0.1856901],"study_design_scores_gemma":[0.0003235241,0.004411,0.8948106,0.0003505674,0.00007244246,0.000180797,0.08793958,0.001478941,0.0007191534,0.00007944837,0.009529534,0.000104373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899994,0.0001214425,0.0002393461,0.001794858,0.00002957067,0.003816297,0.0004356979,0.00003413319,0.003529153],"genre_scores_gemma":[0.9823919,0.000558642,0.006892436,0.001610662,0.00003543105,0.002783439,0.0008505236,0.00002668532,0.004850195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08951056,"threshold_uncertainty_score":0.4480279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01874486983362766,"score_gpt":0.2592073145961,"score_spread":0.2404624447624723,"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."}}