{"id":"W4211220153","doi":"10.7417/ct.2022.2393","title":"Abuse and misuse of prescription opioids: is it only an Ameri- can problem? An observational study on an Italian casuistry.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical prescription; Context (archaeology); Tramadol; Drug overdose; Addiction; Fentanyl; Psychiatry; Poison control; Emergency medicine; Medical emergency; Anesthesia; Pharmacology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004985642,0.000490213,0.0004069589,0.001649233,0.0009067674,0.0006951466,0.0003938398,0.0006713706,0.002777612],"category_scores_gemma":[0.001412889,0.0005313562,0.000610484,0.001414354,0.0007860265,0.0005497186,0.0007300577,0.0005744622,0.0008701585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033196,"about_ca_system_score_gemma":0.0007705344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01686695,"about_ca_topic_score_gemma":0.01826023,"domain_scores_codex":[0.9996519,0.00009969783,0.00003442315,0.00006937731,0.0000476756,0.0000969196],"domain_scores_gemma":[0.9988031,0.0001792099,0.0005438615,0.0001272572,0.0001169716,0.0002296229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001012867,0.0001247621,0.9970764,0.00001796927,0.00001773289,0.0008442287,0.0007817171,0.00001102769,0.0001505273,0.00002175011,0.0002038346,0.0006486994],"study_design_scores_gemma":[0.00001754249,0.0004052014,0.9940899,0.0000185856,0.00003810304,0.002466057,0.001964706,0.0001210635,0.00005175238,0.00001886964,0.0007942845,0.00001386438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991836,0.0001462699,0.00003777655,0.00005434984,0.000003869096,0.00001875892,0.0001395457,0.000001896437,0.0004138918],"genre_scores_gemma":[0.9987184,0.0003029979,0.00006979908,0.00009396416,0.00002595105,0.00002650967,0.0004191998,0.000003573686,0.0003396641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01686695,"threshold_uncertainty_score":0.03353757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109900848529793,"score_gpt":0.3242349965841556,"score_spread":0.2132449117311763,"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."}}