{"id":"W6942422575","doi":"10.1371/journal.pone.0289429.s004","title":"Calibration of random forest.","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brier score; Triage; Emergency department; Referral; Hospital admission; Ambulatory; Confidence interval; Cohort","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02923796,0.002886669,0.002034378,0.004358402,0.001173123,0.002855281,0.003555417,0.003272285,0.02449653],"category_scores_gemma":[0.08180517,0.00137,0.002942939,0.002958869,0.0009903847,0.002566984,0.002134739,0.003810998,0.01980241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599705,"about_ca_system_score_gemma":0.003374384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008143564,"about_ca_topic_score_gemma":0.009510526,"domain_scores_codex":[0.9820239,0.01193351,0.0007947897,0.003477579,0.001167362,0.0006028702],"domain_scores_gemma":[0.9563829,0.03158454,0.001774553,0.004580115,0.005068225,0.0006097355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001839145,0.0006350234,0.03288466,0.001940019,0.001618937,0.0002377737,0.000261826,0.3437014,0.0009053127,0.01376089,0.1561216,0.4460934],"study_design_scores_gemma":[0.000372898,0.0002884972,0.004440172,0.000615585,0.0002515581,0.0002712286,0.0001308041,0.9283151,0.001471055,0.02896217,0.03478565,0.00009526449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.04449422,0.006775153,0.8475431,0.003016459,0.003268925,0.002607674,0.03100868,0.03675902,0.02452683],"genre_scores_gemma":[0.3636692,0.001491786,0.5699029,0.002159912,0.000892784,0.003714729,0.04401934,0.005442814,0.008706475],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9755034,"threshold_uncertainty_score":0.154627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02580371683824061,"score_gpt":0.220514824312621,"score_spread":0.1947111074743804,"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."}}