{"id":"W4365443624","doi":"10.1186/s13722-023-00371-4","title":"Proceedings of the 18th Annual Conference of INEBRIA","year":2023,"lang":"en","type":"article","venue":"Addiction Science & Clinical Practice","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NYU Grossman School of Medicine; York University; Kaiser Permanente Washington Health Research Institute; National Institutes of Health; Stony Brook University; Kaiser Permanente; Massachusetts General Hospital","keywords":"Health psychology; Public health; Psychology; Medicine; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003199599,0.0009509415,0.0007971807,0.00144679,0.001821044,0.004418551,0.001402536,0.001847745,0.2595339],"category_scores_gemma":[0.005036367,0.0002746497,0.0005233689,0.0008921534,0.0009033327,0.001738291,0.004053308,0.002273054,0.09613271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001727273,"about_ca_system_score_gemma":0.003128093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002633544,"about_ca_topic_score_gemma":0.005558147,"domain_scores_codex":[0.998462,0.0004389011,0.00010866,0.0001933111,0.0004836064,0.0003135138],"domain_scores_gemma":[0.9972403,0.0003916409,0.0001170904,0.0002321646,0.001014762,0.001003981],"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":[0.0002759892,0.0001183214,0.0008272936,0.0005386304,0.00001615855,0.0003187399,0.0004955787,0.0001264012,0.001209804,0.002887134,0.8373858,0.1558001],"study_design_scores_gemma":[0.000005404085,0.00001521467,0.0005309458,0.0002160891,0.000003370055,0.00009187168,0.0002003365,0.00003604526,0.0001412121,0.0003154463,0.9984397,0.000004301373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01219325,0.07410611,0.00712069,0.07626946,0.1938141,0.000518986,0.003006508,0.00113652,0.6318343],"genre_scores_gemma":[0.04790911,0.02754488,0.005427596,0.008454883,0.01351744,0.0006217671,0.003546354,0.0007584877,0.8922195],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2595339,"threshold_uncertainty_score":0.8682275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1140546223280475,"score_gpt":0.4366785466273797,"score_spread":0.3226239242993322,"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."}}