{"id":"W2140519023","doi":"10.1002/9781118445112.stat05255","title":"Receiver Operating Characteristic (<scp>ROC</scp>) Curves","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Receiver operating characteristic; Fraction (chemistry); Boundary (topology); Mathematics; Statistics; Arbitrariness; Mathematical analysis; Chromatography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003664086,0.001026172,0.001711817,0.0006109214,0.0003001078,0.0005895417,0.002332314,0.0005343438,0.01133992],"category_scores_gemma":[0.01877448,0.0007828132,0.0001695085,0.0007227904,0.0004615955,0.0001809119,0.0004506607,0.001158488,0.003986207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001728875,"about_ca_system_score_gemma":0.000462956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002378425,"about_ca_topic_score_gemma":0.0008958002,"domain_scores_codex":[0.9890569,0.001057661,0.002304821,0.001942531,0.004601142,0.00103695],"domain_scores_gemma":[0.9906703,0.003419924,0.001959656,0.002192457,0.001234954,0.0005227502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007775878,0.0003170399,0.0006814643,0.0004224709,0.00009622963,0.00002820218,0.0001065961,0.00001924169,0.00009424642,0.00196285,0.9655343,0.03072955],"study_design_scores_gemma":[0.0004989415,0.0003346853,0.002524454,0.002894649,0.0001339104,0.000005831051,0.0002218357,0.001260663,0.00001193023,0.007441921,0.984187,0.0004841623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001331515,0.01177419,0.4011115,0.001347668,0.007572323,0.004924501,0.1418205,0.001187389,0.4289304],"genre_scores_gemma":[0.0008927052,0.01837516,0.09989526,0.002584248,0.001475605,0.0001269672,0.01002014,0.0007116849,0.8659182],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4369878,"threshold_uncertainty_score":0.9994623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.14698234004203,"score_gpt":0.3834437404836891,"score_spread":0.236461400441659,"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."}}