{"id":"W4205183129","doi":"10.1542/neo.4.12.e335","title":"Historical Perspectives","year":2003,"lang":"en","type":"article","venue":"NeoReviews","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ventilation (architecture); Enthusiasm; Respiratory distress; Assisted ventilation; Pediatrics; Surgery; Mechanical engineering; Psychology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006430069,0.00009366695,0.0003212829,0.0000772799,0.00005400747,0.000005361971,0.0000618934,0.00005192847,0.001336718],"category_scores_gemma":[0.00199685,0.00006943836,0.0001128497,0.0002492503,0.00004034739,0.00003577923,0.00001288826,0.0002765045,0.0007702925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007501295,"about_ca_system_score_gemma":0.0002774819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001383763,"about_ca_topic_score_gemma":0.00000218375,"domain_scores_codex":[0.9987743,0.0001616847,0.0002445863,0.000234923,0.0003200182,0.0002645138],"domain_scores_gemma":[0.9991228,0.00006796176,0.00003971203,0.0003503999,0.0001117405,0.0003074097],"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":[0.00006033701,0.0002002088,0.00231072,0.0007970133,0.00001247518,0.0001215328,0.0002519944,3.960406e-8,0.0008246949,0.02874242,0.02762773,0.9390509],"study_design_scores_gemma":[0.000344629,0.0001827837,0.0008088714,0.00005608458,0.00001053107,0.00005852648,0.00004538924,7.984338e-7,0.0002048851,0.0001567752,0.9980727,0.00005804126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.005392889,0.4416855,0.0001636333,0.002456888,0.0001820532,0.0008238884,5.071297e-7,0.00005844049,0.5492362],"genre_scores_gemma":[0.1950746,0.3024727,0.2380362,0.02647963,0.003104739,0.00136709,0.00001140796,0.0004634204,0.2329902],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.970445,"threshold_uncertainty_score":0.9995762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1131497099959329,"score_gpt":0.4209730373673563,"score_spread":0.3078233273714234,"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."}}