{"id":"W4321459489","doi":"10.1503/cmaj.221276","title":"Dilemmas of modern neonatology: care of extremely preterm infants","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Neonatology; Preterm labour; Pregnancy; Gestation; Obstetrics; Medicine; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0192511,0.000553181,0.0009426321,0.001337793,0.005637713,0.004434024,0.003399647,0.01099213,0.002519633],"category_scores_gemma":[0.0426778,0.0004149487,0.0006795666,0.0006827312,0.01781411,0.005155684,0.008369734,0.02533438,0.0008600017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004705118,"about_ca_system_score_gemma":0.01111542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003267702,"about_ca_topic_score_gemma":0.008086211,"domain_scores_codex":[0.9901869,0.005765733,0.0008484363,0.0005313856,0.002039338,0.0006281319],"domain_scores_gemma":[0.9735392,0.01265885,0.001944781,0.001156699,0.003590234,0.007110161],"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":[0.0003198302,0.0003486722,0.01082324,0.002048227,0.0002555128,0.04224952,0.0201492,0.001822891,0.001721321,0.1700879,0.4721476,0.2780262],"study_design_scores_gemma":[0.0001589316,0.0004659371,0.00852818,0.007213311,0.00008950489,0.07580268,0.02651864,0.001091817,0.0002953429,0.3844525,0.4951286,0.0002545368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004170669,0.03107937,0.002762065,0.9470522,0.007544141,0.00001959169,0.00001181833,0.00002701697,0.007333167],"genre_scores_gemma":[0.2685708,0.1562334,0.02788878,0.4470529,0.09592835,0.0003391897,0.00008939228,0.0001584796,0.003738716],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0192511,"threshold_uncertainty_score":0.1018108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251209625622028,"score_gpt":0.2576317058307923,"score_spread":0.245119609574572,"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."}}