{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001846445,0.00006196276,0.00025677,0.0001316843,0.0000243259,0.000003094606,0.00002771924,0.0001369936,0.0007682601],"category_scores_gemma":[0.0002164727,0.0000490543,0.00003590986,0.0004262432,0.0000299231,0.0000340175,0.00001248604,0.000115955,0.0001715502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002251227,"about_ca_system_score_gemma":0.0003089133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002219153,"about_ca_topic_score_gemma":0.0001019308,"domain_scores_codex":[0.9993643,0.00004916245,0.0001504777,0.0001164395,0.0001577249,0.0001618743],"domain_scores_gemma":[0.9994465,0.000195395,0.0001161192,0.0001062409,0.00007701916,0.0000587632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003354144,0.0004672823,0.7704313,0.0003187885,0.001122207,0.0007919573,0.0008400444,0.0001298966,0.002813562,0.0006517794,0.194227,0.02485207],"study_design_scores_gemma":[0.004194564,0.001358781,0.9438587,0.00006527955,0.000346539,0.0001507242,0.0004086946,0.0003206013,0.00006483529,0.0001334045,0.04902476,0.00007306405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518812,0.0001020874,0.00007628625,0.02111434,0.0003795298,0.0002351533,0.000009886307,0.0001208923,0.02608066],"genre_scores_gemma":[0.9808843,0.00008299512,0.0001718767,0.001782943,0.00007144547,0.00004668286,0.00002832645,0.00001329073,0.01691812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1734275,"threshold_uncertainty_score":0.8411909,"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."}}