{"id":"W4385820896","doi":"10.1097/cxa.0000000000000140","title":"Ten Years of CJA: Steps Along the Journey","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002752531,0.00008557225,0.0001596005,0.0001394458,0.001220653,0.00001817732,0.0005111861,0.0001309037,0.004914462],"category_scores_gemma":[0.0001326238,0.00006036146,0.0001177856,0.000315012,0.000286497,0.00008668158,0.00003566664,0.003047546,0.0000134532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003093182,"about_ca_system_score_gemma":0.001329062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003733951,"about_ca_topic_score_gemma":0.01109895,"domain_scores_codex":[0.9978169,0.001117104,0.0004340937,0.0000735671,0.0002381948,0.000320203],"domain_scores_gemma":[0.9985062,0.0003507481,0.0003651577,0.0001357098,0.000154295,0.0004879099],"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":[0.001644048,0.0003030089,0.08699161,0.00006510918,0.001960026,0.00108405,0.02166799,0.03593696,0.004304173,0.01167017,0.5972782,0.2370947],"study_design_scores_gemma":[0.000842004,0.0003065727,0.03948835,0.00001817582,0.0002976809,0.0009122185,0.002121486,0.0005402514,0.001064807,0.0007349511,0.9535724,0.0001010927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539636,0.003689269,0.00001111497,0.0347101,0.003945593,0.0002876525,0.000225641,0.000009126195,0.00315793],"genre_scores_gemma":[0.9950753,0.0001041032,0.000007796229,0.003774135,0.0005491449,0.000007137292,0.000004297582,0.00001112732,0.0004669576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3562942,"threshold_uncertainty_score":0.9992524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3140063004509728,"score_gpt":0.4714658144689834,"score_spread":0.1574595140180106,"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."}}