{"id":"W7162074622","doi":"10.82308/27718","title":"Predictors of outcome patterns in infants diagnosed with congenital ovarian cysts","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ovarian torsion; Retrospective cohort study; Asymptomatic; Incidence (geometry); Cohort; Cyst; Ovarian cyst","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001796284,0.0001915511,0.0006680625,0.003386397,0.0003235006,0.0006404302,0.000625685,0.0003405032,0.000565928],"category_scores_gemma":[0.013411,0.0001832283,0.0007946676,0.005522486,0.0004377311,0.0004112314,0.0004633962,0.0003539744,0.00004224842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001868365,"about_ca_system_score_gemma":0.004428111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1076458,"about_ca_topic_score_gemma":0.141295,"domain_scores_codex":[0.9977519,0.0003258921,0.000553911,0.000342627,0.00086451,0.0001611987],"domain_scores_gemma":[0.9915406,0.002982029,0.003690956,0.0001491613,0.001339848,0.0002974381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008617546,0.000006460633,0.9825194,0.00312693,0.0004472777,0.0002902448,0.0002787448,0.00006339145,0.00008833119,0.00006601979,0.0003856654,0.01264132],"study_design_scores_gemma":[0.000008306511,0.00003182435,0.9946368,0.002321459,0.0004738324,0.0009991849,0.0004700377,0.0000709395,0.0000681652,0.00004297789,0.0008673017,0.000009117689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7984974,0.1942225,0.0001987591,0.0007067907,0.00004343408,0.0001115261,0.004610589,0.00001277796,0.00159617],"genre_scores_gemma":[0.9678038,0.0304579,0.0002637576,0.00008183447,0.00001411722,0.00003961769,0.001275963,0.000002721854,0.00006035557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1076458,"threshold_uncertainty_score":0.2140385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818169522428628,"score_gpt":0.2960841815745021,"score_spread":0.2779024863502159,"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."}}