{"id":"W4292055667","doi":"10.1016/j.xjep.2022.100542","title":"Project ECHO interprofessional telementoring: Using a novel case-based approach for building the U.S Public Health Service clinical response in pain and substance use disorder","year":2022,"lang":"en","type":"article","venue":"Journal of Interprofessional Education & Practice","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Aboriginal Affairs Northern Dev Canada","funders":"Health Sciences Center, University of New Mexico; Centers for Disease Control and Prevention","keywords":"Medicine; Mental health; Harm reduction; Substance abuse; Public health; Burnout; Psychiatry; Family medicine; Nursing; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01306195,0.0004893999,0.0002992946,0.002134545,0.003543771,0.003158447,0.002385024,0.001454706,0.005210458],"category_scores_gemma":[0.02153486,0.0004170748,0.0005956054,0.0009867013,0.001549835,0.00334359,0.007616499,0.00168329,0.000405157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002815916,"about_ca_system_score_gemma":0.008923694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005727082,"about_ca_topic_score_gemma":0.02178096,"domain_scores_codex":[0.9894724,0.007763687,0.0004444433,0.0007620058,0.001003357,0.0005540867],"domain_scores_gemma":[0.9849176,0.008883133,0.001098295,0.001967079,0.001698688,0.001435291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001339882,0.02250626,0.1461913,0.0009253772,0.0002198151,0.004208802,0.07440559,0.005014985,0.005646778,0.01196836,0.01424171,0.7133312],"study_design_scores_gemma":[0.003345871,0.02016496,0.2314366,0.003123824,0.001095043,0.01354746,0.4250352,0.1174792,0.02686871,0.06216623,0.0947097,0.001027306],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8717514,0.0002802814,0.0783534,0.008850432,0.0003061348,0.01007231,0.0005407154,0.0006124981,0.02923287],"genre_scores_gemma":[0.8186085,0.0002929834,0.1714177,0.001210558,0.0001002657,0.004881645,0.0002773418,0.00007895065,0.003132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01306195,"threshold_uncertainty_score":0.06907904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1435272469956854,"score_gpt":0.475309184428818,"score_spread":0.3317819374331326,"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."}}