{"id":"W6889683214","doi":"10.26126/intervals.yytgow","title":"Lung function (processed)","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; Cigarette smoke; Plethysmograph; Lung; Respiratory 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":[0.0005589162,0.0004771608,0.0005115342,0.0003820912,0.00007901729,0.0002417146,0.0008732478,0.0005004702,0.01312892],"category_scores_gemma":[0.0003899864,0.0004463227,0.0002218346,0.0003189817,0.0001304392,0.0003432015,0.0002943049,0.0005006977,0.1298097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002417515,"about_ca_system_score_gemma":0.0001090519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002920526,"about_ca_topic_score_gemma":0.0004134377,"domain_scores_codex":[0.9976863,0.0001306404,0.0005319602,0.0006760051,0.0005331965,0.0004419321],"domain_scores_gemma":[0.9977944,0.00004732667,0.0005055848,0.001187897,0.0003388047,0.0001260244],"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":[0.0001201925,0.00008533146,0.000004007481,0.0004565643,0.0002189308,0.0000171475,0.00001337142,1.708224e-7,0.00009862224,0.000001670484,0.9988513,0.0001327152],"study_design_scores_gemma":[0.0002502276,0.0001980104,0.00003598804,0.0005872966,0.0003612564,0.0000182476,0.00001074329,0.00001265408,0.0002169961,0.0001226163,0.9977375,0.0004484224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006000172,0.0004445528,0.0000418468,0.00002998966,0.004557117,0.0003052849,0.9936919,0.0002628604,0.0006064529],"genre_scores_gemma":[0.0001222242,0.00002376925,0.00001987453,0.0004916868,0.002048537,0.00009348938,0.9955075,0.0001317718,0.001561121],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1166808,"threshold_uncertainty_score":0.9997988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174319407620845,"score_gpt":0.3112559888305086,"score_spread":0.2895127947543001,"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."}}