{"id":"W4407864786","doi":"10.35493/medu.45.04","title":"International Women & Children's Health Conference Abstract Winners: 2024","year":2024,"lang":"en","type":"article","venue":"The Meducator","topic":"Human Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population health; Peer review; Health economics; Medicine; Public health; Psychology; Environmental health; Political science; Population; Nursing; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003876627,0.0001066553,0.0001486403,0.00009239541,0.00008233776,0.00006510752,0.0001561216,0.00002965123,0.01196403],"category_scores_gemma":[0.0001068768,0.00006768397,0.00005753752,0.0001109138,0.00007376669,0.00005562687,0.00002826261,0.0002955894,0.001991541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002433898,"about_ca_system_score_gemma":0.001722716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001226834,"about_ca_topic_score_gemma":0.000008824048,"domain_scores_codex":[0.998975,0.00002618507,0.0002072337,0.0002094671,0.0002579084,0.0003241533],"domain_scores_gemma":[0.9990345,0.00006272647,0.0000338881,0.00028077,0.0000375133,0.0005506349],"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":[0.000248565,0.0004514593,0.007650026,0.0006935655,0.0002570317,0.00002791819,0.01964584,0.00000130122,0.00009646277,0.004788747,0.9178505,0.04828861],"study_design_scores_gemma":[0.0005081951,0.0001213441,0.155293,0.0003460035,0.00003476058,0.0001048853,0.001607903,0.00003232242,0.00001546871,0.001140098,0.8406457,0.0001502377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8948774,0.002018679,0.00001526282,0.08494935,0.002156946,0.0003675494,0.0000590701,0.0001215376,0.01543418],"genre_scores_gemma":[0.9767411,0.0002059916,0.00008597816,0.0077496,0.001600199,0.00006313423,0.00007674519,0.00001874091,0.01345845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.147643,"threshold_uncertainty_score":0.9987855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03856355490954053,"score_gpt":0.3703821312549796,"score_spread":0.331818576345439,"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."}}