{"id":"W4411658174","doi":"10.51847/yeirrfy","title":"10.51847/yEirRFY","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Princess Nourah Bint Abdulrahman University","keywords":"Polycystic ovary; Cross-sectional study; Overweight; Obesity; Medicine; Gynecology; Environmental health; Obstetrics; Internal medicine; Insulin resistance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007310623,0.001265996,0.0007237221,0.001608416,0.0008137779,0.002009766,0.001217876,0.002175191,0.9274234],"category_scores_gemma":[0.001226551,0.0002520353,0.0004674584,0.001084301,0.0006850904,0.001640457,0.001639004,0.001252504,0.9158284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007671418,"about_ca_system_score_gemma":0.0007796521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002661867,"about_ca_topic_score_gemma":0.002065727,"domain_scores_codex":[0.9994733,0.00006344271,0.00004096239,0.0001623264,0.0001446555,0.0001153517],"domain_scores_gemma":[0.9991484,0.0001853384,0.00006649785,0.000108482,0.0002211669,0.0002701018],"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":[0.0003351423,0.0003023798,0.002172956,0.0002871796,0.00002260333,0.0005792406,0.0001224599,0.000198083,0.002245665,0.004018637,0.174461,0.8152547],"study_design_scores_gemma":[0.00007975729,0.0001519647,0.003191267,0.0003600981,0.00002154177,0.001281268,0.000159419,0.0002197062,0.0008470205,0.001298675,0.9923639,0.00002536303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00311146,0.002246127,0.001757808,0.002523994,0.0007960755,0.0001194437,0.001706257,0.001483951,0.9862548],"genre_scores_gemma":[0.005736824,0.0009104846,0.00153891,0.001137146,0.0001909453,0.0000674734,0.001070582,0.0002305049,0.9891172],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07257664,"threshold_uncertainty_score":0.1035217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007364996210867523,"score_gpt":0.2041685141932257,"score_spread":0.1968035179823581,"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."}}