{"id":"W2900256238","doi":"10.20344/amp.10999","title":"Moderate to Severe Cancer Pain: Are We Taking Serious Action? The Opioid Prescribing Scenario in Portugal","year":2018,"lang":"en","type":"article","venue":"Acta Médica Portuguesa","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère","funders":"","keywords":"Opioid; Action (physics); Cancer pain; Medicine; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008915204,0.0002907357,0.0003787617,0.0002220285,0.0002584456,0.00008113203,0.0003065039,0.0001337397,0.000662993],"category_scores_gemma":[0.0002840493,0.0002205072,0.00009704953,0.0004964906,0.0001035857,0.0002272968,0.0001890848,0.0004099144,0.0000468092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021992,"about_ca_system_score_gemma":0.0002252208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008930572,"about_ca_topic_score_gemma":0.002108071,"domain_scores_codex":[0.9978218,0.0001159581,0.0004272495,0.0005280132,0.0004896551,0.0006173243],"domain_scores_gemma":[0.9986008,0.00008512767,0.0002674514,0.0006618645,0.0001364215,0.0002483767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001231253,0.0003815463,0.5420244,0.0004111422,0.0003617442,0.0006588718,0.005649362,0.0001887308,0.003290027,0.0001611674,0.2924006,0.1532411],"study_design_scores_gemma":[0.00142926,0.0002443647,0.5679432,0.001086217,0.0001392546,0.00001647563,0.001554328,0.006790648,0.0004901063,0.0001555339,0.4196586,0.0004920144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401174,0.0009110808,0.0004733502,0.045986,0.0009214562,0.001827066,0.00001578614,0.0002786656,0.009469184],"genre_scores_gemma":[0.9788353,0.0009079277,0.0002875093,0.01139024,0.001071195,0.0001377782,0.00002270391,0.00005551705,0.007291827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1527491,"threshold_uncertainty_score":0.8992022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05427273004707165,"score_gpt":0.3180426775177191,"score_spread":0.2637699474706474,"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."}}