{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005781119,0.0001636248,0.0002702768,0.001126945,0.00009527587,0.0000361956,0.0001118116,0.0001110434,0.000494704],"category_scores_gemma":[0.0001025845,0.0001751222,0.00006275163,0.0004934273,0.0001055428,0.00009296466,0.00004198947,0.000267294,0.0001269809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003274274,"about_ca_system_score_gemma":0.0002940181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009448601,"about_ca_topic_score_gemma":0.05982617,"domain_scores_codex":[0.9984529,0.0000538781,0.0002348388,0.0003437091,0.00007464297,0.0008400145],"domain_scores_gemma":[0.9992325,0.0000639213,0.0000273318,0.0003628139,0.00003866167,0.0002747467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002545355,0.00006232975,0.9039716,0.00008837521,0.0001446043,0.0004897596,0.00005332512,0.000009865584,0.0001496151,0.01474921,0.04839779,0.03185805],"study_design_scores_gemma":[0.002274915,0.00004317431,0.6638501,0.000178083,0.00008653794,0.000007395521,0.0002465007,0.00008733403,0.0005388414,0.0004475057,0.332072,0.000167614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8297641,0.00109583,0.00003078797,0.01451762,0.001131796,0.0007381085,0.00001540306,0.0001281999,0.1525781],"genre_scores_gemma":[0.9731527,0.00004545251,0.0003820511,0.01646449,0.00003178857,0.00007834064,0.00003668539,0.00001644055,0.009792052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2836742,"threshold_uncertainty_score":0.9971476,"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."}}