{"id":"W4220985925","doi":"10.1542/neo.23-4-e229","title":"Research in the Delivery Room: Can You Tell Me It’s Evolution?","year":2022,"lang":"en","type":"article","venue":"NeoReviews","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Observational study; Medicine; Psychological intervention; Intervention (counseling); Randomized controlled trial; Expert opinion; Clinical trial; Pediatrics; Family medicine; Intensive care medicine; Nursing; Surgery; Pathology","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":[0.08273388,0.001333916,0.002219602,0.00365091,0.00416289,0.01439807,0.003519495,0.01573964,0.006994894],"category_scores_gemma":[0.2092244,0.001096063,0.002024843,0.003615529,0.0175506,0.02850918,0.007175975,0.03094494,0.006222897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007747937,"about_ca_system_score_gemma":0.02022732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01502686,"about_ca_topic_score_gemma":0.01837368,"domain_scores_codex":[0.9482722,0.02547592,0.00652728,0.00408701,0.01334325,0.00229435],"domain_scores_gemma":[0.7904155,0.1195514,0.01284028,0.01184852,0.04805721,0.01728704],"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":[0.0001837389,0.0001435929,0.004781018,0.007727278,0.0002705438,0.0005761509,0.003477544,0.00023176,0.0007045059,0.02736392,0.6161914,0.3383486],"study_design_scores_gemma":[0.00006301314,0.0001746363,0.002644615,0.01260089,0.0001282489,0.001194065,0.004329616,0.0001101587,0.0002322963,0.0248668,0.9535222,0.0001333991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003021747,0.1315165,0.001410395,0.837395,0.02623862,0.00003313286,0.00006802078,0.00007977366,0.002956437],"genre_scores_gemma":[0.007847085,0.3297729,0.009452118,0.6051427,0.04198688,0.0001799809,0.0001869758,0.0002187892,0.005212583],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08273388,"threshold_uncertainty_score":0.4375438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2211400199098864,"score_gpt":0.4710333542545665,"score_spread":0.2498933343446801,"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."}}