{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000411756,0.0002610308,0.0004814146,0.000152171,0.0006941547,0.00001062012,0.0002591396,0.0003707478,0.00008120311],"category_scores_gemma":[0.001361112,0.0002017455,0.00002690578,0.0008930998,0.00007037529,0.000173585,0.0003572493,0.0003766302,0.00003937196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001946945,"about_ca_system_score_gemma":0.001700905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006142094,"about_ca_topic_score_gemma":0.006227408,"domain_scores_codex":[0.996699,0.0004357596,0.001100398,0.0005511498,0.0005170178,0.0006966167],"domain_scores_gemma":[0.9955336,0.002142156,0.0005927446,0.0003974888,0.001116146,0.0002178053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00337299,0.0001766592,0.5665737,0.000158676,0.00001172441,0.000003419705,0.003400196,0.0001997853,0.0000103382,0.00003367342,0.002086899,0.4239719],"study_design_scores_gemma":[0.01603689,0.00219476,0.7353091,0.001073796,0.00001551478,0.000002193201,0.001989224,0.003663671,0.00003381973,0.0005973235,0.2387099,0.0003738753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890483,0.0001355148,0.0008966332,0.004554133,0.0007271487,0.004020068,0.0001073772,0.0001685123,0.0003422922],"genre_scores_gemma":[0.9067206,0.0001229576,0.08572018,0.003979267,0.00007230874,0.002857686,0.0003468287,0.00004739061,0.0001327766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.423598,"threshold_uncertainty_score":0.8226944,"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."}}