{"id":"W4237462132","doi":"10.21203/rs.3.rs-131934/v1","title":"Characterization of Polycystic Ovary Syndrome Among Flo App Users Around the World","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Ovarian function and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"OPKO Health (Canada)","funders":"","keywords":"Polycystic ovary; Ovary; Characterization (materials science); Medicine; Internal medicine; Materials science; Nanotechnology","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":[0.0006293539,0.0001670024,0.0002174826,0.001261113,0.0005511732,0.000812813,0.0002917895,0.000367775,0.003447074],"category_scores_gemma":[0.003771271,0.0001883136,0.0003247537,0.001007107,0.0003085516,0.0007985355,0.000813198,0.0004876609,0.0003741796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000164467,"about_ca_system_score_gemma":0.0002619839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006942737,"about_ca_topic_score_gemma":0.007496579,"domain_scores_codex":[0.9994985,0.0001610452,0.00007195141,0.0000901243,0.0001111667,0.00006718696],"domain_scores_gemma":[0.9974152,0.0007023613,0.001210869,0.0001019149,0.0003118475,0.0002577024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000274809,0.00002810596,0.9933349,0.00005244475,0.00002103675,0.0001992414,0.001398307,0.00001170077,0.0001472699,0.0000217266,0.000427894,0.004329872],"study_design_scores_gemma":[0.000002347777,0.00006265759,0.9940442,0.00005898493,0.0000183655,0.0007394107,0.004155264,0.0001186618,0.00005028273,0.00002212426,0.0007191755,0.000008506966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976668,0.0002521492,0.0000884581,0.0001577341,0.000007662265,0.00003443834,0.0007247959,0.000005752245,0.001062275],"genre_scores_gemma":[0.9985408,0.0003077276,0.0001943116,0.0001248763,0.000009606429,0.00004735269,0.0004328425,0.000003995594,0.0003384213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006942737,"threshold_uncertainty_score":0.01380467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05863085300513623,"score_gpt":0.3471695728792307,"score_spread":0.2885387198740945,"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."}}