{"id":"W3011815213","doi":"10.1200/jco.2006.24.18_suppl.6019","title":"Measuring chemotherapy safety in a community oncology practice: Results of a three-year prospective study","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Chemotherapy; Internal medicine; Cancer; Prospective cohort study; Lung cancer; Breast cancer; Neutropenia; Intensive care medicine; Oncology","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":[0.008296694,0.0004680059,0.0005280114,0.00252047,0.001545372,0.001809768,0.0008439742,0.001096065,0.00150214],"category_scores_gemma":[0.01904855,0.0008737552,0.001083276,0.003779776,0.001035784,0.001970493,0.001964829,0.00139042,0.0006193305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755388,"about_ca_system_score_gemma":0.002129659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02040554,"about_ca_topic_score_gemma":0.01986428,"domain_scores_codex":[0.9939831,0.002823881,0.0007349619,0.0006886727,0.001131285,0.0006381476],"domain_scores_gemma":[0.9746483,0.005761735,0.01031884,0.001580961,0.004229177,0.003461023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001271754,0.0004620591,0.9969215,0.00001540944,0.00004740262,0.00004707461,0.0006407265,0.00002243271,0.00003202208,0.000007072599,0.0001267615,0.001550434],"study_design_scores_gemma":[0.00006387725,0.001018613,0.9963809,0.00002159604,0.00003431601,0.000114407,0.001836246,0.0001933298,0.00002804873,0.00001109763,0.0002852935,0.00001232305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990211,0.0001427617,0.0000838096,0.0000729622,0.000005243743,0.0001022209,0.0002502842,0.000004937804,0.0003167327],"genre_scores_gemma":[0.9987389,0.0001744275,0.0002346937,0.0001105874,0.00001185868,0.0001218566,0.0004671678,0.000005808047,0.0001346015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02040554,"threshold_uncertainty_score":0.04387766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2079397080013158,"score_gpt":0.5302978625886811,"score_spread":0.3223581545873652,"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."}}