{"id":"W1529193230","doi":"10.1002/ejp.612","title":"<scp>A</scp>lberta <scp>B</scp>reakthrough <scp>P</scp>ain <scp>A</scp>ssessment <scp>T</scp>ool: A validation multicentre study in cancer patients with breakthrough pain","year":2014,"lang":"en","type":"article","venue":"European Journal of Pain","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Cancer; Pain relief; Rating scale; Quality of life (healthcare); Clinical trial; Internal medicine; Physical therapy; Surgery; Psychology; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003238614,0.0004154973,0.0004408737,0.0004192431,0.0004750039,0.0004309028,0.0004530188,0.0004339561,0.00223536],"category_scores_gemma":[0.003736245,0.0002228851,0.000535415,0.0006953717,0.000584799,0.0002713432,0.0005167346,0.000463169,0.001077495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004672575,"about_ca_system_score_gemma":0.0006268857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003311746,"about_ca_topic_score_gemma":0.003292507,"domain_scores_codex":[0.9982365,0.00102118,0.0001250656,0.0001291094,0.0003543456,0.0001336616],"domain_scores_gemma":[0.9974445,0.0008637847,0.0007108526,0.0002124392,0.0004668839,0.0003015297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01056745,0.007575763,0.9490716,0.0004995216,0.0002933458,0.0004990052,0.001822531,0.000292503,0.00774774,0.00005623599,0.000691451,0.02088272],"study_design_scores_gemma":[0.001526771,0.021235,0.9744682,0.00003852411,0.0001090317,0.0005484454,0.0003704721,0.000269558,0.0007511884,0.00001739847,0.0006511107,0.00001437539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987785,0.0001342901,0.0001237146,0.00002352494,0.000004125034,0.0003841649,0.0002139517,0.000003176094,0.0003344402],"genre_scores_gemma":[0.9979742,0.0001619649,0.0004683903,0.00007952461,0.00001467805,0.0003769356,0.0006626284,0.0000035501,0.0002581236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9966882,"threshold_uncertainty_score":0.01712763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611713106370502,"score_gpt":0.263496160086232,"score_spread":0.247379029022527,"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."}}