{"id":"W2013435486","doi":"10.1016/j.fertnstert.2014.07.908","title":"The “pulse” diet & PCOS","year":2014,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Endocrinology; Internal medicine; Insulin resistance; Obesity; National Cholesterol Education Program; Insulin; Diabetes mellitus; Metabolic syndrome","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":[0.0001942478,0.0002387087,0.0002860435,0.0006519218,0.0003907201,0.0008516771,0.0002133088,0.000983039,0.005831581],"category_scores_gemma":[0.0009742183,0.0001496997,0.0002430701,0.0009806313,0.000525879,0.0005221991,0.0005889848,0.001200443,0.0003906139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002220045,"about_ca_system_score_gemma":0.0003777213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005702035,"about_ca_topic_score_gemma":0.0010188,"domain_scores_codex":[0.9998765,0.00005331585,0.0000145157,0.00001249693,0.00003197604,0.00001120451],"domain_scores_gemma":[0.9995384,0.0002368592,0.0001053535,0.00003157268,0.00002844753,0.00005934761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003499727,0.001525622,0.07710788,0.005250914,0.0008818631,0.00696474,0.0004245383,0.000373106,0.01300244,0.0280659,0.02641091,0.8364923],"study_design_scores_gemma":[0.000580135,0.002830781,0.5547863,0.003002022,0.001377677,0.0442707,0.001120712,0.0008905059,0.004914617,0.03263817,0.3534953,0.00009309199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3707129,0.39623,0.004431067,0.05807179,0.006884137,0.0001267841,0.001297501,0.0001869879,0.1620589],"genre_scores_gemma":[0.7261911,0.2178146,0.007201406,0.01104937,0.007392571,0.0001022015,0.0004463098,0.00006040699,0.02974207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005831581,"threshold_uncertainty_score":0.01950854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04011253465528137,"score_gpt":0.3232373937264057,"score_spread":0.2831248590711243,"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."}}