{"id":"W4298139633","doi":"10.1200/jco.2022.40.28_suppl.040","title":"Comparing chair time required for systemic agent drug reaction (DR) management to allocated chair time for systemic protocol.","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health; BC Cancer Agency","funders":"","keywords":"Medicine; Regimen; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007585152,0.000305374,0.000403906,0.0008865306,0.0002167988,0.0007061932,0.0005478517,0.000347129,0.00585554],"category_scores_gemma":[0.03214457,0.00024132,0.0009914237,0.0009991674,0.0002189904,0.0005951923,0.0005515048,0.001085342,0.0009222078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001992902,"about_ca_system_score_gemma":0.001333106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007391233,"about_ca_topic_score_gemma":0.007266223,"domain_scores_codex":[0.994553,0.002533442,0.0007976248,0.0007453021,0.0009840394,0.0003865302],"domain_scores_gemma":[0.9660292,0.01976604,0.008696064,0.001041309,0.002781194,0.001686209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1049023,0.003950067,0.616705,0.001432652,0.001892896,0.000130485,0.0008417704,0.01154277,0.00482742,0.0006401762,0.009162458,0.243972],"study_design_scores_gemma":[0.001467405,0.03882697,0.9258248,0.0001345204,0.001108715,0.0002729967,0.0007990897,0.01961778,0.004487352,0.0002755149,0.0071103,0.00007459855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914756,0.0007699106,0.001771509,0.0001164248,0.00009449975,0.0003891431,0.001890934,0.00008494931,0.003407029],"genre_scores_gemma":[0.9935529,0.0002507108,0.002451802,0.0001210841,0.00002725894,0.0003853653,0.001864786,0.00003579059,0.001310331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007585152,"threshold_uncertainty_score":0.04011458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6319275583430035,"score_gpt":0.6184079064705147,"score_spread":0.01351965187248882,"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."}}