{"id":"W2004503389","doi":"10.1080/00952990600753982","title":"Clinician Validation of Poison Control Center (PCC) Intentional Exposure Cases Involving Prescription Opioids","year":2006,"lang":"en","type":"article","venue":"The American Journal of Drug and Alcohol Abuse","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"Purdue Pharma","keywords":"Poison control center; Concordance; Inter-rater reliability; Medicine; Medical prescription; Cohen's kappa; Kappa; Psychiatry; Poison control; Medical emergency; Family medicine; Injury prevention; Psychology; Pharmacology; Internal medicine","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":[0.02103956,0.0003425512,0.0005240089,0.003886316,0.001346691,0.0009621498,0.0009827563,0.0006496122,0.001145209],"category_scores_gemma":[0.143194,0.0004747,0.0003302913,0.001610126,0.00114535,0.0009183883,0.002182621,0.0005117838,0.0005425817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344287,"about_ca_system_score_gemma":0.002242991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008368242,"about_ca_topic_score_gemma":0.01099625,"domain_scores_codex":[0.9673044,0.01499769,0.006599274,0.002693217,0.007351256,0.001054159],"domain_scores_gemma":[0.851362,0.06025818,0.02095512,0.01483561,0.05062916,0.001960005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002795672,0.00009084775,0.9631679,0.0002387906,0.00004217217,0.00106204,0.006519133,0.0003098789,0.001788881,0.0001855613,0.0009457715,0.02536946],"study_design_scores_gemma":[0.00007201467,0.000435705,0.9638882,0.000425068,0.0001087357,0.006301685,0.007623706,0.004269038,0.009511547,0.0003828734,0.006927948,0.00005354407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934164,0.0004057131,0.002351352,0.0001444643,0.00007346666,0.0003746844,0.0003280893,0.00005541985,0.00285039],"genre_scores_gemma":[0.9956594,0.0002338774,0.003149184,0.00007125209,0.0000328946,0.0001469388,0.0004345142,0.00001470785,0.0002572541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02103956,"threshold_uncertainty_score":0.1112692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544698297458596,"score_gpt":0.2807084049692796,"score_spread":0.2652614219946937,"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."}}