{"id":"W2092583907","doi":"10.1016/j.pain.2010.02.035","title":"Assessment and classification of cancer breakthrough pain: A systematic literature review","year":2010,"lang":"en","type":"review","venue":"Pain","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Medicine; Cancer pain; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0267729,0.001946631,0.009006859,0.02798892,0.001305431,0.004308962,0.002716463,0.002263737,0.004588812],"category_scores_gemma":[0.1139765,0.001289378,0.009642104,0.02740472,0.001881599,0.004584262,0.002724257,0.001681677,0.0005687868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009301998,"about_ca_system_score_gemma":0.02637227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01489175,"about_ca_topic_score_gemma":0.04462133,"domain_scores_codex":[0.970113,0.009699473,0.01285946,0.001731891,0.004982779,0.0006134177],"domain_scores_gemma":[0.8895419,0.07867633,0.01898222,0.001468967,0.01052256,0.000808105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001276881,0.000014942,0.001505001,0.9611876,0.003869775,0.00007652328,0.0004483752,0.00008297974,0.00007224787,0.0002601443,0.001619874,0.03073482],"study_design_scores_gemma":[0.0001138567,0.00009989333,0.004233766,0.965427,0.02071365,0.0002600643,0.0005010074,0.00007395093,0.00006724831,0.0002473445,0.008229554,0.00003258491],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001687612,0.9947699,0.0004038427,0.0005077451,0.0001552747,0.001132589,0.0009158734,0.00001510276,0.0004120474],"genre_scores_gemma":[0.02086339,0.9727817,0.002333137,0.0007685885,0.0001330654,0.002141745,0.0008261486,0.00001273844,0.0001394229],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02798892,"threshold_uncertainty_score":0.1415904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04458372576453409,"score_gpt":0.3899730347253886,"score_spread":0.3453893089608545,"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."}}