{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002023829,0.0007069858,0.0003015907,0.0006940931,0.002402135,0.002309896,0.0008544978,0.003238508,0.2576458],"category_scores_gemma":[0.001755686,0.0002205157,0.0003328571,0.0004068358,0.000756053,0.0007483716,0.003126636,0.002819782,0.03469424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002179098,"about_ca_system_score_gemma":0.004161355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131482,"about_ca_topic_score_gemma":0.04268761,"domain_scores_codex":[0.9991748,0.0001213009,0.00001802643,0.00008336212,0.0002045718,0.0003979921],"domain_scores_gemma":[0.9981344,0.0001453313,0.00004738174,0.00003385888,0.0003035205,0.001335465],"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":[0.00007167015,0.00005529448,0.001801388,0.0001020045,0.000003892729,0.0001797709,0.000256462,0.00001397495,0.0001837162,0.001629747,0.9629258,0.03277628],"study_design_scores_gemma":[0.00001463237,0.00002567375,0.005397924,0.0001532177,0.000002223206,0.00003898079,0.000648289,0.00001026982,0.00006782995,0.000180728,0.9934558,0.000004432502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01465411,0.01094187,0.0002554068,0.2652731,0.06708752,0.0005015361,0.004431398,0.0001627464,0.6366923],"genre_scores_gemma":[0.01931966,0.003248435,0.000242466,0.008136152,0.007319894,0.0002663133,0.0005999288,0.00006599887,0.9608012],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2576458,"threshold_uncertainty_score":0.8619112,"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."}}