{"id":"W4399693865","doi":"10.1016/j.semperi.2024.151924","title":"Standardizing clinician training and patient care in the neonatal neurocritical care: A step-by-step guide","year":2024,"lang":"en","type":"review","venue":"Seminars in Perinatology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Neurointensive care; Medicine; Specialty; Blueprint; Health care; Best practice; Intensive care medicine; Population; MEDLINE; Medical emergency; Family medicine","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":[0.0117769,0.002132593,0.002151415,0.005136211,0.001529431,0.004295489,0.004708862,0.007616977,0.005439951],"category_scores_gemma":[0.02374436,0.0008182712,0.001573251,0.003112043,0.002548891,0.006787604,0.003598443,0.0128298,0.006398878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004218956,"about_ca_system_score_gemma":0.02571843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007898155,"about_ca_topic_score_gemma":0.01159314,"domain_scores_codex":[0.9933816,0.002437966,0.001369189,0.0004870783,0.00202957,0.0002946018],"domain_scores_gemma":[0.982775,0.008237581,0.001248331,0.0004783976,0.00584044,0.001420264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002938036,0.0001963019,0.0006452526,0.01308124,0.00008943654,0.0004171033,0.0006796954,0.0004742048,0.000379223,0.01128919,0.3079852,0.6647338],"study_design_scores_gemma":[0.00005807675,0.00008140237,0.001844636,0.04984451,0.00009088203,0.001423936,0.00103137,0.0003702467,0.0002079408,0.01366787,0.9313109,0.00006823226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003593775,0.8038368,0.01350152,0.1598154,0.01248689,0.0006454735,0.0002039447,0.0004806554,0.008669898],"genre_scores_gemma":[0.003691062,0.8980748,0.05246107,0.03506614,0.004708872,0.0009926328,0.0003578551,0.00006601387,0.004581561],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0117769,"threshold_uncertainty_score":0.06228292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02612711812482874,"score_gpt":0.3578681819631067,"score_spread":0.3317410638382779,"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."}}