{"id":"W4402377414","doi":"10.1503/cmaj.240213","title":"Ovarian hyperstimulation syndrome","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Ovarian function and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Ovarian hyperstimulation syndrome; Computer science; Medicine; Gynecology; Bioinformatics; Pregnancy; Biology; In vitro fertilisation","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008963036,0.00008659727,0.0001463073,0.0003333456,0.0001579658,0.0001461077,0.00005605258,0.0003170905,0.02262173],"category_scores_gemma":[0.001013435,0.00007693857,0.0001171065,0.000365011,0.00001802931,0.0001339369,0.00000439013,0.0007783392,0.001577953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009479499,"about_ca_system_score_gemma":0.003616181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000649604,"about_ca_topic_score_gemma":0.001547165,"domain_scores_codex":[0.9982754,0.00005557464,0.0002703764,0.0001354172,0.0009576564,0.0003055989],"domain_scores_gemma":[0.998075,0.00008613602,0.00004000068,0.00006965484,0.0001657065,0.001563523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003886156,0.00006670203,0.05583513,0.00006773177,0.0006164982,0.01051698,0.0004995739,0.00003077818,0.00003015097,0.008102587,0.7770883,0.1471067],"study_design_scores_gemma":[0.0009896526,0.00008643664,0.06142948,0.0001366386,0.00007209069,0.006755567,0.0002011796,0.00410513,0.00000112499,0.0004251601,0.9256905,0.0001069838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2076789,0.002315936,0.00484734,0.5557851,0.0136814,0.000505953,0.00003795939,0.0004362662,0.2147111],"genre_scores_gemma":[0.9765455,0.00005379466,0.0001622065,0.01624082,0.001229058,0.000002646672,0.00002058532,0.00002046452,0.005724993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7688665,"threshold_uncertainty_score":0.9991995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008623818987571827,"score_gpt":0.2393317846618198,"score_spread":0.230707965674248,"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."}}