{"id":"W6885947014","doi":"10.1371/journal.pone.0300564.s002","title":"Correlation matrix: Test of multicollinearity.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical diagnosis; Retrospective cohort study; Neurocognitive; Bacteriuria; Antibiotics; Incidence (geometry); Urinary system; Presentation (obstetrics); Clinical diagnosis","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":[0.05989938,0.002904334,0.004358304,0.007457452,0.002469355,0.003058698,0.005242817,0.001738001,0.01874803],"category_scores_gemma":[0.2884282,0.001713033,0.005874507,0.01126175,0.003392944,0.003850404,0.003915954,0.005349841,0.002961783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001993699,"about_ca_system_score_gemma":0.007639957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007612419,"about_ca_topic_score_gemma":0.004535019,"domain_scores_codex":[0.8653453,0.08260222,0.009042322,0.02326768,0.01758852,0.00215393],"domain_scores_gemma":[0.6179343,0.3249268,0.01286433,0.02510777,0.01676826,0.002398515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005001658,0.001423386,0.5230593,0.005557756,0.03477417,0.003117886,0.007860174,0.01792542,0.001938112,0.03285509,0.101177,0.26531],"study_design_scores_gemma":[0.002203002,0.006355585,0.4148077,0.00282118,0.00706328,0.004603814,0.008566922,0.3432013,0.002748534,0.1017191,0.1050163,0.0008932872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2670121,0.005839833,0.6416575,0.004044359,0.004409252,0.01213795,0.03603795,0.006508605,0.02235248],"genre_scores_gemma":[0.6996427,0.0009133749,0.2723975,0.0004558933,0.0003964463,0.0149378,0.006945539,0.0009914879,0.003319283],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05989938,"threshold_uncertainty_score":0.3167819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2097736899081875,"score_gpt":0.4081235560669805,"score_spread":0.198349866158793,"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."}}