{"id":"W4317722131","doi":"10.1503/cmaj.221122","title":"Radiation dermatitis in a patient treated for hepatocarcinoma","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Medicine; Dermatology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009595861,0.0001072366,0.0002453198,0.0006642289,0.0001400321,0.00004233251,0.00007642194,0.0003423605,0.0005005405],"category_scores_gemma":[0.004082675,0.0001057657,0.0001113706,0.0006638587,0.00001326766,0.0001241533,0.000005337113,0.000448846,0.0001951073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001782882,"about_ca_system_score_gemma":0.001897012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001663762,"about_ca_topic_score_gemma":0.01296032,"domain_scores_codex":[0.9978978,0.0001367971,0.0004679278,0.0001411348,0.0008727253,0.0004836175],"domain_scores_gemma":[0.9979473,0.0003481525,0.0001788083,0.00008539748,0.0002918302,0.001148449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001423149,0.00002536388,0.6561036,0.00002418565,0.0000580619,0.0008565043,0.0004946851,0.00002454022,0.00002164345,0.00007684351,0.2438927,0.0984076],"study_design_scores_gemma":[0.003092052,0.0002532269,0.801552,0.00009468984,0.00002839093,0.0003771912,0.0001964661,0.009891507,0.00007735883,0.0001237072,0.1841862,0.0001272473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439592,0.0001450798,0.00004245236,0.05395612,0.0005142118,0.0005607617,0.00004465873,0.00005585139,0.0007216244],"genre_scores_gemma":[0.989135,0.0001164249,0.00009598205,0.009498787,0.0006669687,0.00007000622,0.0001317341,0.00002349936,0.0002616377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1454483,"threshold_uncertainty_score":0.7232161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006664745736709088,"score_gpt":0.2403729795501308,"score_spread":0.2337082338134217,"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."}}