{"id":"W4399919185","doi":"10.1002/adaw.34164","title":"Should AI be used in medicine? Not in SUDs, CPDD panelists suggest","year":2024,"lang":"en","type":"article","venue":"Alcoholism & Drug Abuse Weekly","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001239074,0.0003243374,0.0006165304,0.0008305408,0.00007232957,0.00006320718,0.0002246784,0.0002880915,0.0004926493],"category_scores_gemma":[0.0004264812,0.0002850246,0.0001069399,0.001257868,0.0002049792,0.0003076979,0.00003262922,0.00107045,0.0003836457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003634487,"about_ca_system_score_gemma":0.0005084519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03031369,"about_ca_topic_score_gemma":0.01231244,"domain_scores_codex":[0.9968001,0.0001460451,0.001033926,0.0006959035,0.0006197894,0.0007042856],"domain_scores_gemma":[0.9981766,0.000710902,0.00007281249,0.000579741,0.00014696,0.0003129662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007876431,0.001315896,0.3216526,0.001979448,0.0001465221,0.003023829,0.2840401,0.0002343359,0.0159317,0.009239781,0.2739371,0.0877111],"study_design_scores_gemma":[0.00234202,0.0009982015,0.3261064,0.0126716,0.0005322236,0.0004957925,0.060207,0.0129249,0.05026589,0.008131061,0.5228449,0.002479981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8561044,0.00175647,0.00001965112,0.1378667,0.002084581,0.0006421402,0.00001038938,0.0001792859,0.001336465],"genre_scores_gemma":[0.9851615,0.001053321,0.00005549861,0.009936306,0.00137158,0.0001114729,0.0001269188,0.00007150667,0.002111911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2489079,"threshold_uncertainty_score":0.9999602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2288447641381654,"score_gpt":0.4530813930765871,"score_spread":0.2242366289384217,"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."}}