{"id":"W6892065274","doi":"10.5167/uzh-105766","title":"Impact of study oximeter masking algorithm on titration of oxygen therapy in the canadian oxygen trial","year":2014,"lang":"en","type":"article","venue":"Zurich Open Repository and Archive (University of Zurich)","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Oxygen; Oxygen saturation; Masking (illustration); Randomized controlled trial; Offset (computer science); Pulse oximetry; Saturation (graph theory)","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":[0.01227973,0.0008903493,0.002233819,0.0002404449,0.001122239,0.001899978,0.001460236,0.002466324,0.003418855],"category_scores_gemma":[0.06561866,0.0004281285,0.00283021,0.0007663458,0.0009386342,0.001092354,0.0006969713,0.002891417,0.0002738945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007272665,"about_ca_system_score_gemma":0.02225841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3346424,"about_ca_topic_score_gemma":0.4144033,"domain_scores_codex":[0.98694,0.008133814,0.0008587558,0.001027665,0.002253795,0.0007860282],"domain_scores_gemma":[0.9852294,0.008231652,0.00266711,0.001158996,0.001696249,0.001016617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8293934,0.001232112,0.03891892,0.001357153,0.01013104,0.0001008313,0.000589358,0.003821,0.001708699,0.002174521,0.01327003,0.09730293],"study_design_scores_gemma":[0.4740705,0.04311465,0.3535326,0.002791383,0.05960733,0.0003022513,0.0007684792,0.02803195,0.003827766,0.004350033,0.0288835,0.0007195068],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410423,0.01673461,0.003982421,0.01118913,0.002420976,0.002195131,0.00265922,0.000197527,0.01957876],"genre_scores_gemma":[0.9902897,0.001065592,0.003483073,0.002588714,0.0003767129,0.0004297761,0.0005498983,0.0000510054,0.001165377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6653576,"threshold_uncertainty_score":0.6653891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04411050453913531,"score_gpt":0.33020509522944,"score_spread":0.2860945906903046,"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."}}