{"id":"W2955669124","doi":"10.3747/co.26.4517","title":"Framing of the Opioid Problem in Cancer Pain Management in Canada","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Joey and Mary Furfari Cancer Research Fund","keywords":"Medicine; Chronic pain; Guideline; Cancer pain; Opioid; Hydromorphone; Intensive care medicine; Cancer; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000452781,0.0000844927,0.0002404111,0.0001064407,0.000009517748,0.000001621467,0.0001504446,0.0000336969,0.0001269393],"category_scores_gemma":[0.00002287301,0.00006229118,0.00003014976,0.0002837661,0.00002138651,0.00001742638,0.0001110308,0.0002108133,0.000004412988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059624,"about_ca_system_score_gemma":0.000588828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.194139,"about_ca_topic_score_gemma":0.7774045,"domain_scores_codex":[0.9990486,0.0001203583,0.0002652261,0.0001685666,0.0001664297,0.0002308032],"domain_scores_gemma":[0.9995813,0.00007561626,0.0000870186,0.0002082094,0.00001822991,0.00002961994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002791585,0.0001269378,0.8886862,0.000561949,0.00001659948,0.0000123677,0.0002407511,0.0001535566,0.00002261973,0.0002942921,0.002905638,0.1069511],"study_design_scores_gemma":[0.001414523,0.00005167592,0.7883036,0.0004015247,0.00002058143,1.303833e-7,0.0005424501,0.002246888,0.00002541999,0.0001505657,0.2067771,0.00006549181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902171,0.001216443,0.00002332268,0.001009684,0.0009200318,0.001084786,0.000001920362,0.00000528254,0.005521417],"genre_scores_gemma":[0.9982408,0.0004736784,0.0001333895,0.0004844122,0.00003595046,0.00009294158,0.000004488448,0.000007541448,0.0005267443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5832655,"threshold_uncertainty_score":0.8112273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03753546542386385,"score_gpt":0.3407370853341377,"score_spread":0.3032016199102738,"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."}}