{"id":"W4410207846","doi":"10.58931/cdet.2025.3135","title":"Addressing Inositol Use in PCOS Management","year":2025,"lang":"en","type":"article","venue":"Canadian Diabetes & Endocrinology Today","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Inositol; Medicine; Internal medicine; Receptor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005783712,0.000192295,0.0004256394,0.0008877343,0.0003552012,0.000726029,0.000443744,0.0007238255,0.002549757],"category_scores_gemma":[0.001610994,0.0000679289,0.000352084,0.0006667484,0.0002283364,0.0004978694,0.0007140498,0.0009073071,0.0002649182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005511606,"about_ca_system_score_gemma":0.001380376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002632222,"about_ca_topic_score_gemma":0.006332065,"domain_scores_codex":[0.9996245,0.0001532609,0.00005731596,0.00002566151,0.0001047375,0.00003449263],"domain_scores_gemma":[0.9996997,0.0001427262,0.00005964038,0.000005430834,0.00005986085,0.00003276037],"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":[0.0001600354,0.0001400824,0.002334947,0.007706739,0.0001094118,0.001121769,0.000482025,0.0001628442,0.001066747,0.002855778,0.01707027,0.9667892],"study_design_scores_gemma":[0.0002136803,0.0003942567,0.01510528,0.02800684,0.0005746575,0.008273545,0.001570053,0.0005674654,0.00118726,0.007860778,0.9361928,0.00005343022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01030735,0.9552117,0.001272523,0.01347028,0.0007601142,0.00006615938,0.00009197943,0.00003128819,0.01878862],"genre_scores_gemma":[0.05636092,0.9320223,0.004080409,0.004145314,0.001203415,0.00007651018,0.0001423851,0.000008724793,0.00195997],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002632222,"threshold_uncertainty_score":0.008529842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03087030733802391,"score_gpt":0.2778476017841893,"score_spread":0.2469772944461654,"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."}}