{"id":"W4393012520","doi":"10.1002/pon.6328","title":"Establishing the sensitivity and specificity of the gynaecological cancer distress screen","year":2024,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lambton College","funders":"Cancer Australia; Ovarian Cancer Australia","keywords":"Distress; Medicine; Youden's J statistic; Receiver operating characteristic; Anxiety; Cancer; Population; Depression (economics); Psychiatry; Clinical psychology; Internal medicine; Family medicine; Gynecology","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":[0.01359763,0.0005184757,0.0006547712,0.002611601,0.0003706121,0.001506309,0.0005868003,0.001099952,0.001639286],"category_scores_gemma":[0.05757928,0.0004134495,0.000996961,0.001084885,0.0009022756,0.001175655,0.001786486,0.0007923057,0.0005575914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004058047,"about_ca_system_score_gemma":0.0006356382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001619511,"about_ca_topic_score_gemma":0.002484877,"domain_scores_codex":[0.989715,0.00528313,0.001404883,0.001012932,0.001996953,0.000587114],"domain_scores_gemma":[0.9705294,0.0200609,0.004730176,0.0009023602,0.00297461,0.000802539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001798425,0.00002721663,0.9892352,0.00008880427,0.0001108918,0.000055122,0.0001856247,0.0001705015,0.0003604039,0.0000746244,0.0001842187,0.009327535],"study_design_scores_gemma":[0.00002399233,0.0005515306,0.991521,0.0001868868,0.0002394494,0.001278523,0.0006978352,0.002479626,0.001097727,0.0002817867,0.001614041,0.00002763419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852363,0.00349167,0.003080734,0.0005079075,0.0001133148,0.0001711879,0.0009144393,0.00005585094,0.006428644],"genre_scores_gemma":[0.996361,0.000367385,0.002445608,0.00009654407,0.0000402009,0.00006563873,0.0003850097,0.00000523522,0.0002334381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01359763,"threshold_uncertainty_score":0.07191193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03292628596034824,"score_gpt":0.3441852786641378,"score_spread":0.3112589927037896,"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."}}