{"id":"W6927618601","doi":"10.26126/intervals.lajepp","title":"Respiratory physiology","year":2021,"lang":"en","type":"dataset","venue":"INTERVALS","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respiratory physiology; Respiratory system; Inhalation; Plethysmograph; Guideline; Human physiology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000399382,0.0004186427,0.0007902384,0.0002496029,0.00004026187,0.00005904927,0.000960659,0.0005510987,0.01200649],"category_scores_gemma":[0.000674903,0.0004098229,0.0003476043,0.0002253186,0.0001574291,0.00006802908,0.0006715806,0.0007742316,0.1056533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001675786,"about_ca_system_score_gemma":0.0002117897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001513142,"about_ca_topic_score_gemma":0.0002893107,"domain_scores_codex":[0.9973595,0.0006387354,0.00053397,0.000735148,0.0002961265,0.00043649],"domain_scores_gemma":[0.9973737,0.0001063142,0.0003693862,0.001855807,0.0001846907,0.0001100802],"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":[0.00002348621,0.0001004599,7.427889e-7,0.0001476513,0.0001817617,0.0001983788,0.00000688253,3.954281e-7,0.008105871,0.00000227836,0.9911314,0.0001007468],"study_design_scores_gemma":[0.0001957074,0.00007568536,0.00009478819,0.0003178082,0.00008630075,0.00001458663,0.00001192045,2.644968e-7,0.00113561,0.00005245231,0.9976349,0.0003799908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002123411,0.001560432,3.430208e-7,0.00002824256,0.002613593,0.0001522789,0.995032,0.0001057832,0.0002950584],"genre_scores_gemma":[0.000008926371,0.00003261134,0.00001588275,0.00257951,0.0009825639,0.00007344053,0.9955389,0.00009985572,0.0006683407],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09364677,"threshold_uncertainty_score":0.9998354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05621652650281975,"score_gpt":0.3464675330969904,"score_spread":0.2902510065941706,"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."}}