{"id":"W4404538677","doi":"10.1016/j.jcjd.2024.09.053","title":"Development of Provincial Primary Care Clinical and Patient Pathways to Improve Health Care in Those Affected by Polycystic Ovary Syndrome","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Polycystic ovary; Primary care; Ovary; Primary health care; Family medicine; Internal medicine; Environmental health; Obesity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009943594,0.0003749216,0.0006158935,0.001734847,0.006817349,0.006021275,0.00346114,0.002042911,0.01654538],"category_scores_gemma":[0.03610519,0.0006927436,0.001097736,0.00232078,0.001213157,0.002401879,0.008240465,0.003893954,0.00102167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03492689,"about_ca_system_score_gemma":0.3138961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6240755,"about_ca_topic_score_gemma":0.7491197,"domain_scores_codex":[0.9894934,0.004324675,0.0007965711,0.000540373,0.001875211,0.002969904],"domain_scores_gemma":[0.9428785,0.004067233,0.003226277,0.001614398,0.01768801,0.03052555],"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":[0.0005738553,0.003217221,0.3646556,0.001469441,0.0002146856,0.002704307,0.01013488,0.005345139,0.002230656,0.01787658,0.2348405,0.3567371],"study_design_scores_gemma":[0.002359746,0.001916773,0.6799237,0.004763224,0.0003533655,0.001675375,0.04731431,0.01859173,0.002575531,0.01559929,0.2246224,0.0003044897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.3501138,0.004781144,0.02229572,0.4526527,0.003320779,0.01383803,0.008619737,0.002325996,0.1420521],"genre_scores_gemma":[0.8309591,0.004039727,0.0999707,0.03673369,0.0005464834,0.005744243,0.004917507,0.0002876697,0.01680086],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6240755,"threshold_uncertainty_score":0.7562768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114011768694629,"score_gpt":0.2501769093029272,"score_spread":0.2387757324334643,"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."}}