{"id":"W4406571197","doi":"10.1016/j.ynpm.2015.04.007","title":"10.1016/j.ynpm.2015.04.007","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mechanical ventilation; Supplemental oxygen; Oxygen delivery; Medicine; Oxygen; Ventilation (architecture); Algorithm; Anesthesia; Computer science; Chemistry; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005969817,0.0007935136,0.0004717026,0.001085089,0.0007318011,0.001998757,0.0009251905,0.002920639,0.888297],"category_scores_gemma":[0.00120207,0.0003459241,0.000426614,0.0004121432,0.0007028024,0.001831757,0.001078887,0.00133656,0.8443399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007105444,"about_ca_system_score_gemma":0.001173198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001984451,"about_ca_topic_score_gemma":0.00201792,"domain_scores_codex":[0.9998056,0.00001782702,0.00001595246,0.00004906198,0.00005689835,0.00005464883],"domain_scores_gemma":[0.9990665,0.0001213226,0.00009238276,0.00004085398,0.0001718862,0.0005070872],"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":[0.0002643878,0.0002000566,0.004516124,0.0004102293,0.00002472051,0.0006283812,0.000104155,0.0001527397,0.0009202244,0.003919142,0.3380434,0.6508164],"study_design_scores_gemma":[0.00005161098,0.00009391653,0.005269772,0.0009030814,0.00002231015,0.00351483,0.0002502533,0.0002099319,0.0004860438,0.00326782,0.9859092,0.00002135346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005037426,0.016313,0.002659264,0.01464219,0.004209926,0.0001092373,0.002791613,0.001837412,0.9523999],"genre_scores_gemma":[0.01308634,0.005583381,0.001823373,0.002803393,0.001293841,0.00007433749,0.001366036,0.0002436473,0.9737257],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.111703,"threshold_uncertainty_score":0.1593307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352771655345431,"score_gpt":0.3065508386821605,"score_spread":0.2830231221287062,"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."}}