{"id":"W4362657172","doi":"10.1001/jamaoncol.2023.0175","title":"Association of Polycystic Ovary Syndrome With Pancreatic Cancer","year":2023,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; MEDLINE; Psychiatry","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":[0.0002103918,0.0001640417,0.0001706224,0.001374241,0.0004564122,0.0004031394,0.0001770236,0.0003987996,0.01347309],"category_scores_gemma":[0.002468827,0.0001288408,0.0004474822,0.00130543,0.0003272506,0.0003815535,0.0003740345,0.0008991837,0.0006576537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002395843,"about_ca_system_score_gemma":0.000514398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004639287,"about_ca_topic_score_gemma":0.005650472,"domain_scores_codex":[0.9996536,0.00006387734,0.00004640784,0.00005600952,0.0001135682,0.00006656651],"domain_scores_gemma":[0.9984864,0.0004300967,0.0005293525,0.00009323225,0.0001260001,0.0003349178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008075331,0.00002729889,0.982983,0.00004202772,0.00008316705,0.005051729,0.00003543044,0.00009178884,0.0002280659,0.0001800873,0.003583706,0.007612996],"study_design_scores_gemma":[0.00001733329,0.0000439568,0.9367843,0.0000793381,0.0000891899,0.05678894,0.0001835844,0.0004358913,0.0002086023,0.0004921592,0.004861175,0.00001556704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.913091,0.01109728,0.000841854,0.006005381,0.0007554648,0.00006855104,0.004529933,0.0001743952,0.06343622],"genre_scores_gemma":[0.9941342,0.001992156,0.0002954339,0.0003074075,0.0002313085,0.00001190038,0.0006645944,0.00001064655,0.002352273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01347309,"threshold_uncertainty_score":0.04507196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157692679212009,"score_gpt":0.2907153693756795,"score_spread":0.2749461014544786,"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."}}