{"id":"W2332661647","doi":"10.1097/01.pcc.0000448963.77648.fd","title":"ABSTRACT 237","year":2014,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Concordance; Incidence (geometry); Pediatrics; Pediatric intensive care unit; Blood transfusion; Prospective cohort study; Surgery; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002526629,0.000173588,0.0003577119,0.0000889526,0.0000798592,0.000005295735,0.00009207064,0.0001538268,0.001109163],"category_scores_gemma":[0.002829705,0.000126293,0.00007149228,0.0002357831,0.0001928105,0.00002867018,0.0000310457,0.0003927983,0.0001731235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005876675,"about_ca_system_score_gemma":0.0001098238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005734261,"about_ca_topic_score_gemma":0.000002426666,"domain_scores_codex":[0.9983276,0.00001671908,0.0003597999,0.0003302803,0.0005243857,0.0004412673],"domain_scores_gemma":[0.9980944,0.0004802686,0.00003074986,0.0003215084,0.0002913495,0.0007817263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00165466,0.001017874,0.2739968,0.06422038,0.00004686612,0.001586906,0.002172407,6.434296e-7,0.01014767,0.01411134,0.1557196,0.4753248],"study_design_scores_gemma":[0.0187852,0.00820817,0.5205982,0.001036975,0.002504148,0.001488632,0.006287117,0.0001762532,0.007720205,0.002966902,0.4283244,0.001903738],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.80628,0.01934832,0.0005139779,0.0309592,0.001595633,0.0004314767,0.00002713333,0.0003562729,0.140488],"genre_scores_gemma":[0.988396,0.0001558641,0.0003430107,0.003204409,0.007595847,0.00001122652,0.0000824193,0.00002067039,0.0001905433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.473421,"threshold_uncertainty_score":0.999804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689772803494471,"score_gpt":0.3486821028741436,"score_spread":0.3317843748391989,"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."}}