{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003058093,0.0007573402,0.0005710389,0.002064558,0.00670594,0.006771813,0.001595855,0.004499328,0.07108644],"category_scores_gemma":[0.009568243,0.0002342919,0.0004853748,0.002272845,0.007791967,0.007786521,0.003706346,0.009265237,0.02374955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00679607,"about_ca_system_score_gemma":0.004710245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00503521,"about_ca_topic_score_gemma":0.005857508,"domain_scores_codex":[0.9971604,0.001057559,0.000142452,0.0005261023,0.0006111254,0.0005023913],"domain_scores_gemma":[0.9965327,0.001283172,0.0002196449,0.0002646941,0.00102737,0.0006724198],"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":[0.0000220876,0.00001853821,0.0002230107,0.0001749615,0.000003801797,0.0002355154,0.002681999,0.00004558053,0.0000502507,0.2896748,0.666565,0.04030445],"study_design_scores_gemma":[9.529518e-7,0.000002834875,0.00005427633,0.0001952427,6.496942e-7,0.0001307767,0.0004663218,0.000007254561,0.00001136788,0.005946423,0.993181,0.000002785527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001536966,0.08320168,0.001483202,0.2928016,0.08434858,0.00003668449,0.0004178617,0.00008683405,0.5360866],"genre_scores_gemma":[0.07454187,0.09713013,0.002167745,0.2816919,0.07583342,0.0001771247,0.0007500938,0.000340212,0.4673675],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07108644,"threshold_uncertainty_score":0.2378078,"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."}}