{"id":"W6889755431","doi":"10.26126/intervals.hvblmg","title":"Lung function (contrast)","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; Cigarette smoke; COPD; Respiratory system; Plethysmograph; 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":[0.0006183941,0.0004702273,0.0005536656,0.0003417546,0.00006956038,0.0001607844,0.0007303559,0.0004908717,0.01494414],"category_scores_gemma":[0.0003499846,0.0004411964,0.0002865491,0.0001920852,0.0001397737,0.0001993233,0.000250214,0.0005123061,0.1293772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003037152,"about_ca_system_score_gemma":0.00007668812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005105035,"about_ca_topic_score_gemma":0.000804643,"domain_scores_codex":[0.9976724,0.0002104387,0.0005602991,0.0006261141,0.0004525825,0.0004781514],"domain_scores_gemma":[0.9978762,0.0000622329,0.0004582417,0.001240694,0.0002252309,0.0001374181],"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":[0.0001396074,0.00007660772,0.000007527366,0.0001256762,0.0003300984,0.00002202194,0.000008706109,1.563305e-7,0.0001503545,0.00000256264,0.9989582,0.0001785173],"study_design_scores_gemma":[0.0003480276,0.0002073117,0.0001268705,0.0004360963,0.0004227676,0.00002000092,0.000004754258,0.00001688198,0.000107301,0.00009034708,0.9977937,0.0004259006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006875161,0.0003423198,0.0000521335,0.00002854046,0.006272426,0.0003755986,0.9921219,0.0002305456,0.0005078017],"genre_scores_gemma":[0.0001209839,0.00001764996,0.00001697658,0.0004647991,0.002389089,0.0000771628,0.9952496,0.0001249433,0.001538822],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1144331,"threshold_uncertainty_score":0.999804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023632931025246,"score_gpt":0.3053166394912681,"score_spread":0.2816837084660221,"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."}}