{"id":"W4293222009","doi":"10.1038/s41416-022-01926-z","title":"Evaluation of the patient experience of symptomatic adverse events on Phase I clinical trials using PRO-CTCAE","year":2022,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Adverse effect; Clinical trial; MEDLINE; Dermatology; Surgery; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05241296,0.0006439915,0.001868205,0.001017895,0.0002665887,0.001390955,0.0006073973,0.000710054,0.002426055],"category_scores_gemma":[0.1166751,0.0002211078,0.002733112,0.00112526,0.0006151742,0.001433963,0.001119411,0.00192728,0.0002087322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006300936,"about_ca_system_score_gemma":0.0005578118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000212023,"about_ca_topic_score_gemma":0.000568074,"domain_scores_codex":[0.9562175,0.0335145,0.003696448,0.001653814,0.004324048,0.000593685],"domain_scores_gemma":[0.7926978,0.1666195,0.02806793,0.005936674,0.004518917,0.002159131],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1224347,0.001591307,0.5892621,0.004210752,0.01797976,0.0003819279,0.00132683,0.03417825,0.004161103,0.003958673,0.005551332,0.2149634],"study_design_scores_gemma":[0.004932384,0.09095661,0.786425,0.0004316603,0.008933655,0.001691598,0.0008870121,0.08379325,0.00360767,0.007284862,0.01082487,0.0002315093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614993,0.006160916,0.01995499,0.001019707,0.0001831933,0.001055604,0.003286229,0.0001875281,0.006652657],"genre_scores_gemma":[0.9945338,0.000340141,0.002938217,0.000144621,0.00005571225,0.0004054979,0.0009867954,0.0000223086,0.0005730218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.947587,"threshold_uncertainty_score":0.2771896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7884720102891636,"score_gpt":0.6858444371946468,"score_spread":0.1026275730945168,"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."}}