{"id":"W7060864596","doi":"","title":"OPTIMAL HOME OXYGEN FLOW RATE FOR INFANTS WITH BRONCHOPULMONARY DYSPLASIA","year":2024,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bronchopulmonary dysplasia; Pulse oximetry; Oxygenation; Oxygen saturation; Cohort; Hypoxia (environmental); Oxygen delivery; Prospective cohort study","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":[0.0002582151,0.0002092776,0.0004049624,0.0002511104,0.000275744,0.0002838701,0.0002767844,0.0003095176,0.0005445998],"category_scores_gemma":[0.0009199213,0.00005240172,0.0002014451,0.0001387225,0.000126129,0.000158367,0.0002169741,0.000325895,0.00007821457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005212869,"about_ca_system_score_gemma":0.0004107199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001682092,"about_ca_topic_score_gemma":0.001918351,"domain_scores_codex":[0.9998986,0.00003281968,0.00001169853,0.00001682508,0.00001805439,0.00002212851],"domain_scores_gemma":[0.9998331,0.00003418548,0.00005911094,0.000007363848,0.00001868981,0.00004751587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01533156,0.002168654,0.7648925,0.0007696137,0.0001223415,0.006028342,0.0006986766,0.001128319,0.02439669,0.0002937405,0.002471833,0.1816977],"study_design_scores_gemma":[0.0003676344,0.007956863,0.9744934,0.0002532053,0.000130245,0.00331966,0.001017893,0.001914227,0.008304904,0.00024718,0.001972325,0.00002248869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979689,0.001089867,0.0002613358,0.0001131313,0.00002374691,0.00005498811,0.00006825601,0.00001714151,0.0004027527],"genre_scores_gemma":[0.9982596,0.0006416658,0.000698382,0.00005123229,0.00001236038,0.00007989153,0.0001368527,0.000002345121,0.00011763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001682092,"threshold_uncertainty_score":0.003782213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005601672333538676,"score_gpt":0.1966826264252224,"score_spread":0.1910809540916837,"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."}}