{"id":"W2318598716","doi":"10.1136/bmjspcare-2011-000078","title":"Expert conference on cancer pain assessment and classification—the need for international consensus: working proposals on international standards","year":2011,"lang":"en","type":"article","venue":"BMJ Supportive & Palliative Care","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cancer pain; Breakthrough Pain; Medicine; Pain assessment; Cancer; Palliative care; Clinical trial; Distress; Physical therapy; Pain management; Nursing; Pathology; Clinical psychology; 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":[0.0007193035,0.0002022066,0.0002219404,0.0001166515,0.0001238146,0.00005256094,0.0001748971,0.00006462116,0.0005506675],"category_scores_gemma":[0.0006025201,0.0001431532,0.00008615667,0.00007377501,0.0001640994,0.0000374527,0.00005303511,0.0001757279,0.000004491771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005487777,"about_ca_system_score_gemma":0.0003682931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002448216,"about_ca_topic_score_gemma":0.00005412959,"domain_scores_codex":[0.99835,0.0001329093,0.0003368888,0.0003826563,0.0005939345,0.0002035652],"domain_scores_gemma":[0.9976972,0.0003120266,0.0002704927,0.0002009016,0.001436746,0.00008257744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001850623,0.0002279164,0.8461427,0.00008880277,0.0007254534,0.00003442028,0.01412961,0.000003292947,0.0004443103,0.03050627,0.05931858,0.04652801],"study_design_scores_gemma":[0.002858094,0.0007767668,0.8677621,0.000954636,0.00009438861,2.887093e-7,0.03987668,0.005554256,0.00100218,0.0008600315,0.07993845,0.0003221543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3350919,0.0009353947,0.08594593,0.1727597,0.008438572,0.02479508,0.003469971,0.0005407836,0.3680227],"genre_scores_gemma":[0.9910069,0.0001817563,0.002468873,0.003593533,0.00036183,0.001044824,0.0002370635,0.00002308061,0.001082198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.655915,"threshold_uncertainty_score":0.6029423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1648611919794309,"score_gpt":0.4423522964558653,"score_spread":0.2774911044764344,"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."}}