{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.02099492,0.002320537,0.002918502,0.001536329,0.0007567959,0.0007913974,0.002175747,0.0004292763,0.00005503698],"category_scores_gemma":[0.037677,0.001993432,0.000924151,0.002536779,0.0004689111,0.001569646,0.0007946772,0.002935343,0.0004253924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204813,"about_ca_system_score_gemma":0.0006027445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000527398,"about_ca_topic_score_gemma":0.0006674507,"domain_scores_codex":[0.973147,0.01290988,0.004242365,0.002304148,0.004130728,0.003265914],"domain_scores_gemma":[0.9738654,0.01665435,0.004125062,0.002144033,0.001498246,0.001712906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007422231,0.007757029,0.687264,0.0009183435,0.002068873,0.002085556,0.03725588,0.002629438,0.0004572057,0.0001045132,0.246516,0.01286899],"study_design_scores_gemma":[0.02759381,0.007294,0.4948007,0.003328314,0.001950124,0.00005206633,0.04936439,0.006193536,0.0005890783,0.0001492868,0.408373,0.0003116935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540975,0.001480138,0.01747872,0.0003757492,0.001563863,0.004532368,0.00009596696,0.0003585751,0.02001713],"genre_scores_gemma":[0.9652615,0.001022385,0.00439212,0.0043545,0.003220041,0.0001691633,0.0004487815,0.0008839484,0.02024754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1924632,"threshold_uncertainty_score":0.9993649,"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."}}