{"id":"W4282938782","doi":"10.2196/16996","title":"Characterizing the Experience of Tapentadol Nonmedical Use: Mixed Methods Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tapentadol; Medical prescription; Medicine; Web survey; Family medicine; Opioid; Pharmacology; Internal medicine; World Wide Web; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006524187,0.0004163869,0.0007533664,0.001553702,0.001420551,0.001701937,0.0007852681,0.0007513586,0.003062712],"category_scores_gemma":[0.007476156,0.0005280239,0.000845394,0.001216114,0.0005941188,0.001232617,0.001306553,0.0006646966,0.0007105373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007466485,"about_ca_system_score_gemma":0.001065374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002866025,"about_ca_topic_score_gemma":0.00696498,"domain_scores_codex":[0.9960412,0.002017214,0.000427034,0.0003447191,0.0008464484,0.0003234531],"domain_scores_gemma":[0.9948572,0.002008776,0.001386219,0.0003492375,0.0009351567,0.0004634066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007622389,0.003894138,0.8750743,0.001258328,0.0003851774,0.0009176189,0.0680464,0.00005693504,0.001730217,0.0003061562,0.001142347,0.04642611],"study_design_scores_gemma":[0.0001510561,0.006634511,0.8585754,0.0008729384,0.0002661601,0.002094311,0.1231126,0.0005759852,0.0008021874,0.0002742864,0.006534129,0.0001063664],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967195,0.0005852966,0.0005232868,0.00009679523,0.00001200269,0.0006280693,0.0003415508,0.000005949234,0.001087439],"genre_scores_gemma":[0.9916325,0.001356354,0.00233758,0.000513004,0.00004412411,0.002352769,0.0003956567,0.00001312471,0.001354812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006524187,"threshold_uncertainty_score":0.03450364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1090824977973715,"score_gpt":0.506644533871318,"score_spread":0.3975620360739465,"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."}}