{"id":"W7054807482","doi":"","title":"Addressing Gaps in Knowledge on Polycystic Ovary Syndrome in Canada","year":2024,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polycystic ovary; Psychosocial; Inclusion (mineral); Health care; Scopus; Mental health; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001282664,0.0002338674,0.0002191265,0.0006762885,0.00005212643,0.0001342682,0.0003775083,0.000105231,0.00002002419],"category_scores_gemma":[0.00000710283,0.0002777044,0.00004485211,0.001013832,0.00002443233,0.0005770479,0.00007306188,0.000657688,0.0001971915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475783,"about_ca_system_score_gemma":0.0003919431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005056291,"about_ca_topic_score_gemma":0.7061951,"domain_scores_codex":[0.9987782,0.00007760616,0.0002103658,0.0003567368,0.0001713649,0.0004057438],"domain_scores_gemma":[0.9993774,0.0001386532,0.0000177064,0.0002986812,0.00001465109,0.0001529335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006239574,0.0001258196,0.9760795,0.0006994917,0.00008827419,0.009320724,0.0006603252,0.007523962,0.002364456,0.0004270197,0.00003464731,0.002613412],"study_design_scores_gemma":[0.0005084638,0.00002642679,0.9929831,0.001432365,0.00002443044,0.00007285491,0.0001348482,0.0001627369,0.001077247,0.00008806748,0.003038144,0.0004513365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971523,0.0006361553,0.0001502557,0.0000838405,0.000339911,0.0001976279,0.00003880181,0.0002270925,0.001173994],"genre_scores_gemma":[0.9980307,0.00004296442,0.000009808833,0.00005184922,0.00002999877,0.000003765581,0.00001847583,0.00004923491,0.001763239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7011387,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08316907544591783,"score_gpt":0.2901798637267974,"score_spread":0.2070107882808796,"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."}}