{"id":"W4386516982","doi":"10.1200/go.23.00096","title":"Patient Decision Aid for Chemotherapy or Exclusion in Cisplatin-Intolerant Patients With Locally Advanced Cervical Cancer: Development, Alpha Testing, and Peer Validation","year":2023,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of the Philippines; Peter MacCallum Cancer Centre","keywords":"Gynecologic oncology; Medicine; Cervical cancer; Cisplatin; Oncology; Chemotherapy; Family medicine; Medical physics; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1229843,0.0006902287,0.000830227,0.002315168,0.001028479,0.002566789,0.001723816,0.0009680502,0.002853332],"category_scores_gemma":[0.271491,0.0005387042,0.0013957,0.001430888,0.001726012,0.002171071,0.002909499,0.001710511,0.0008045915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002140271,"about_ca_system_score_gemma":0.006680819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006190552,"about_ca_topic_score_gemma":0.001202687,"domain_scores_codex":[0.9091089,0.06737088,0.00987743,0.001517491,0.01100373,0.001121491],"domain_scores_gemma":[0.7083502,0.1800553,0.01331221,0.01172021,0.08231407,0.00424789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002830778,0.004199693,0.1471233,0.00353155,0.0002758924,0.001455815,0.05780259,0.002778533,0.006882955,0.002353097,0.02474935,0.7460164],"study_design_scores_gemma":[0.006301931,0.03035653,0.3822408,0.01468647,0.001445738,0.01006593,0.1477869,0.06261636,0.04127387,0.01239869,0.2896973,0.001129378],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.897338,0.001133252,0.04604499,0.006040325,0.000604659,0.03122958,0.0005846232,0.000767843,0.01625666],"genre_scores_gemma":[0.7171609,0.001058478,0.2602339,0.0008806942,0.0001106339,0.01768575,0.0006945818,0.0001011918,0.00207378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1229843,"threshold_uncertainty_score":0.650411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282996715083824,"score_gpt":0.4490539697513795,"score_spread":0.3207542982429971,"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."}}