{"id":"W4225298485","doi":"10.1097/j.pain.0000000000002669","title":"Maddalena Opioid Switching Score in patients with cancer pain","year":2022,"lang":"en","type":"article","venue":"Pain","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opioid; Medicine; Cancer pain; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003104912,0.0001163798,0.0001720518,0.0001614553,0.0001048598,0.00001120693,0.0001070116,0.00001898558,0.0006300303],"category_scores_gemma":[0.0002003662,0.00009868484,0.0000327098,0.0003195251,0.00001248883,0.00004257759,0.00008686504,0.0002494268,0.000006524045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001866945,"about_ca_system_score_gemma":0.00005250431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002806559,"about_ca_topic_score_gemma":0.0001133323,"domain_scores_codex":[0.9984761,0.0005161278,0.0001559508,0.0002286517,0.0003579343,0.0002651809],"domain_scores_gemma":[0.9994876,0.0001623414,0.0000544091,0.0002127865,0.00001920025,0.00006370666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001873608,0.0001650312,0.9459324,0.00009528425,0.00002542082,0.00003105129,0.0005580733,0.0001082161,0.0000227018,0.00003796837,0.005773045,0.04706344],"study_design_scores_gemma":[0.00227671,0.0003294406,0.9622642,0.0001471974,0.00002633678,8.080049e-8,0.0004439304,0.00507461,0.000007225306,0.0001019669,0.02915893,0.0001693812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953899,0.0002335593,0.001645608,0.0009381165,0.0001041013,0.0006464626,0.000008054994,0.00006334196,0.0009708061],"genre_scores_gemma":[0.9937555,0.00001470367,0.0002829437,0.004445934,0.00006955279,0.0001888781,0.00006755089,0.00002578831,0.001149194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04689406,"threshold_uncertainty_score":0.689839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009981177033087787,"score_gpt":0.2313816190008562,"score_spread":0.2214004419677684,"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."}}