{"id":"W4210334314","doi":"10.1038/labinvest.2013.35","title":"Pulmonary","year":2013,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005481177,0.00008181073,0.0001051826,0.00007400294,0.00006397822,0.00001871369,0.00003483804,0.00005548625,0.0005796641],"category_scores_gemma":[0.00008573502,0.00006453432,0.00002433394,0.0002898399,0.00008175031,0.0002464707,0.00001519384,0.00009766672,0.00197411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003860954,"about_ca_system_score_gemma":0.0001395615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005057864,"about_ca_topic_score_gemma":4.350438e-7,"domain_scores_codex":[0.9992998,0.00003845377,0.0001150637,0.0001563306,0.0002252045,0.0001651017],"domain_scores_gemma":[0.9991764,0.00001957891,0.00002704449,0.0002022198,0.0002603941,0.0003143165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003370809,0.0002725906,0.5089876,0.00007115667,0.00007309764,0.001008149,0.00004305013,0.00000183295,0.4621515,0.0006702234,0.02158098,0.005106077],"study_design_scores_gemma":[0.0007430482,0.0002234618,0.9438915,0.00007205905,0.00003848374,0.0001940195,0.00009863632,0.001845701,0.04035879,0.003709744,0.008665211,0.0001593503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902249,0.0002412554,0.000005838308,0.00330159,0.00005525975,0.0003768453,0.000006641538,0.00009813016,0.005689549],"genre_scores_gemma":[0.994689,0.00002146004,0.001005855,0.002675001,0.00007362909,0.00009222075,0.00009094366,0.00001298205,0.00133886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4349039,"threshold_uncertainty_score":0.998803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213608712515849,"score_gpt":0.2607349011936776,"score_spread":0.2393740299420928,"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."}}