{"id":"W6942107551","doi":"10.1371/journal.pone.0260620.g002","title":"Receiver Operating Characteristic curves for prediction models of suicidal ideation during internship.","year":2021,"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":"Suicidal ideation; Receiver operating characteristic; Predictive modelling; Quarter (Canadian coin); Baseline (sea); Set (abstract data type); 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":[],"consensus_categories":[],"category_scores_codex":[0.03044315,0.001315581,0.001522374,0.004649334,0.0004202488,0.00183291,0.002011421,0.002181696,0.02941853],"category_scores_gemma":[0.1015189,0.0006630319,0.004078874,0.002894423,0.0006418754,0.002782121,0.001442102,0.00432636,0.007921432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053881,"about_ca_system_score_gemma":0.001323425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00886495,"about_ca_topic_score_gemma":0.004431263,"domain_scores_codex":[0.9900477,0.005731833,0.0006347396,0.001895541,0.001182583,0.0005076433],"domain_scores_gemma":[0.9139379,0.06604314,0.006579153,0.005409101,0.006870217,0.001160432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01273954,0.001147071,0.4625444,0.002344599,0.007417948,0.0005757877,0.001186086,0.04937841,0.001002866,0.009220089,0.2051954,0.2472477],"study_design_scores_gemma":[0.001707779,0.004525528,0.4265659,0.001756846,0.003099103,0.001993718,0.002331186,0.4542576,0.0018372,0.01873225,0.08246915,0.0007238394],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5185611,0.01806765,0.2068199,0.006859467,0.003959184,0.003036646,0.1910771,0.01155643,0.04006247],"genre_scores_gemma":[0.8947836,0.001376454,0.04213809,0.001023302,0.0004745228,0.002509826,0.0449013,0.001205342,0.0115876],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03044315,"threshold_uncertainty_score":0.1610007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04833488193225827,"score_gpt":0.2413623770713557,"score_spread":0.1930274951390974,"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."}}