{"id":"W6941917912","doi":"10.1371/journal.pone.0302902.g001","title":"Mean test ROC curves.","year":2024,"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":"Neurocognitive; Cognition; Receiver operating characteristic; Test (biology); Cognitive decline; Naive Bayes classifier","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":[0.04556958,0.003385213,0.004158668,0.01229517,0.0008283956,0.005510405,0.003841026,0.00416091,0.08816362],"category_scores_gemma":[0.2148216,0.001065567,0.00748819,0.005457121,0.001657485,0.005837799,0.003881356,0.005083292,0.03169205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002125861,"about_ca_system_score_gemma":0.002638701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003781108,"about_ca_topic_score_gemma":0.002719009,"domain_scores_codex":[0.9419333,0.0347461,0.004251748,0.01044111,0.007140891,0.001486835],"domain_scores_gemma":[0.8518726,0.1185953,0.009745798,0.007597281,0.01063032,0.001558704],"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":[0.008251615,0.0006007897,0.07244705,0.007983666,0.007315014,0.0005941333,0.001023276,0.02061606,0.0006387075,0.02039966,0.4153433,0.4447868],"study_design_scores_gemma":[0.002509019,0.004687031,0.1212904,0.007364297,0.005304286,0.006859309,0.003462538,0.2215557,0.002995871,0.1086531,0.5140402,0.00127809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1150724,0.07081117,0.2853344,0.01697992,0.0148815,0.01179979,0.2399356,0.0384568,0.2067284],"genre_scores_gemma":[0.6942681,0.007905583,0.1568306,0.007424668,0.003498681,0.01633296,0.05841003,0.00822467,0.04710476],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08816362,"threshold_uncertainty_score":0.2949367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595372719059988,"score_gpt":0.2268852963231847,"score_spread":0.2009315691325849,"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."}}