{"id":"W2322454145","doi":"10.1093/alcalc/agu052.49","title":"PUBLICATION IN INTERNATIONAL JOURNALS: PERSPECTIVES FROM THE EXPERIENCE OF LEADERSHIP IN THE INTERNATIONAL SOCIETY OF ADDICTION MEDICINE","year":2014,"lang":"en","type":"article","venue":"Alcohol and Alcoholism","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Scholarship; Addiction; Political science; Session (web analytics); Library science; Psychology; Medical education; Public relations; Sociology; Medicine; Psychiatry; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005842536,0.00009299818,0.0001727182,0.00009627206,0.00003008581,0.0000170849,0.0002405563,0.00005132613,0.00014104],"category_scores_gemma":[0.0003277743,0.00005220065,0.00006093498,0.0001985159,0.0002272388,0.0001469737,0.00003611718,0.0001725366,0.000001299008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004981246,"about_ca_system_score_gemma":0.00002937958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296111,"about_ca_topic_score_gemma":0.00006941178,"domain_scores_codex":[0.9988936,0.00006415007,0.0003457231,0.0001824012,0.0004084559,0.0001056449],"domain_scores_gemma":[0.9991766,0.0002732199,0.0001786598,0.0001917377,0.0001549546,0.00002489071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002208196,0.0008137028,0.5677493,0.00002737156,0.0003126152,0.000002237581,0.3658656,0.00001299783,0.01349067,0.004868859,0.009586347,0.03704949],"study_design_scores_gemma":[0.002325534,0.00006422447,0.9078628,0.0002286924,0.00003516252,0.000009538337,0.08437324,0.0008710233,0.0005624691,0.0005303656,0.003088364,0.00004862693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9056502,0.002154631,0.0000480246,0.08920791,0.0001610742,0.0002162694,0.00001134535,0.000006462435,0.002544112],"genre_scores_gemma":[0.9965019,0.001165528,0.0001659722,0.001763762,0.0002285563,0.00003894724,0.00005053937,0.000005702743,0.00007904031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3401135,"threshold_uncertainty_score":0.2128681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09667635499298574,"score_gpt":0.3375341079481836,"score_spread":0.2408577529551978,"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."}}