{"id":"W6964494960","doi":"10.26126/intervals.iqzuni","title":"Lung function (raw)","year":2018,"lang":"en","type":"dataset","venue":"INTERVALS","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung function; COPD; Respiratory system; Plethysmograph; Cigarette smoke; Respiratory physiology; Lung","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":[0.0005737682,0.0004364111,0.0004851597,0.0003371555,0.00006830566,0.0001383714,0.0007544969,0.0004764654,0.01769601],"category_scores_gemma":[0.0003211952,0.0004107936,0.0002687876,0.0002137919,0.0001329241,0.0001720649,0.0003389589,0.0004837227,0.1970575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910251,"about_ca_system_score_gemma":0.00006767732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000449214,"about_ca_topic_score_gemma":0.0004578115,"domain_scores_codex":[0.9978042,0.0001991479,0.0005011602,0.0006012881,0.0004759436,0.0004182951],"domain_scores_gemma":[0.9977974,0.00004929322,0.0004295766,0.001391991,0.0002111363,0.0001206047],"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":[0.0001016977,0.00006955698,0.000005383718,0.0001488738,0.0002497899,0.00001973185,0.000009745369,2.238177e-7,0.0000942705,0.000002059533,0.9991628,0.0001358575],"study_design_scores_gemma":[0.0002328979,0.0001930983,0.00007598678,0.0004419762,0.0003401609,0.00001871365,0.000004801442,0.0000145313,0.0001130474,0.00008417379,0.9980764,0.0004042444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004497732,0.0003111984,0.00002903626,0.00002723281,0.006746719,0.0003097962,0.991644,0.0002244895,0.000662538],"genre_scores_gemma":[0.000050289,0.00001989851,0.00001882807,0.0004489579,0.002204839,0.00006764079,0.9945511,0.0001230832,0.002515323],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1793615,"threshold_uncertainty_score":0.9998344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02493655563918079,"score_gpt":0.3168494244114456,"score_spread":0.2919128687722648,"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."}}