{"id":"W4378171934","doi":"10.1093/oncolo/oyad128","title":"Contact Days Associated With Cancer Treatments in the CCTG LY.12 Trial","year":2023,"lang":"en","type":"article","venue":"The Oncologist","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Queen's University","funders":"Canadian Cancer Society Research Institute; Eli Lilly Canada; American Society of Clinical Oncology; Eli Lilly and Company; Incyte; Amgen","keywords":"Cancer; Oncology; Psychology; Gerontology; Medicine; Demography; Internal medicine; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002239742,0.0001582085,0.0003111033,0.00005878848,0.0007424793,0.00001468909,0.000405682,0.0001560172,0.0002237628],"category_scores_gemma":[0.001320259,0.0000693894,0.00004862963,0.0005080257,0.0001309479,0.00004024482,0.00008149326,0.0005610645,0.0004043426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004005062,"about_ca_system_score_gemma":0.000947719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004648036,"about_ca_topic_score_gemma":0.02104468,"domain_scores_codex":[0.9973856,0.00117214,0.0003548287,0.0002120466,0.0003141304,0.0005613063],"domain_scores_gemma":[0.9927609,0.006528937,0.0002828901,0.000333281,0.00005402043,0.00003996388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04797238,0.002036232,0.6010023,0.00008541308,0.0009728969,0.0006081206,0.05299025,0.0006293043,0.0001829342,0.003774768,0.2836267,0.006118662],"study_design_scores_gemma":[0.07051034,0.001488971,0.9000582,0.0004119943,0.0002364277,0.000001812365,0.009679051,0.0003946558,0.00001015149,0.0004614754,0.01651696,0.0002299657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663528,0.00003051173,0.000004048465,0.0101489,0.001360255,0.00176259,0.00005806497,0.0001753713,0.02010746],"genre_scores_gemma":[0.9879848,0.0000807792,0.000008680647,0.001346351,0.0004176769,0.0008385643,0.00005080441,0.00002292364,0.009249425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2990559,"threshold_uncertainty_score":0.9968187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1695150952596608,"score_gpt":0.46845598161689,"score_spread":0.2989408863572292,"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."}}