{"id":"W4247328795","doi":"10.1038/labinvest.2011.35","title":"Pulmonary","year":2011,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; North York General Hospital; Sunnybrook Health Science Centre","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":[],"consensus_categories":[],"category_scores_codex":[0.00008055579,0.00007934852,0.0001013548,0.00007872459,0.00005764905,0.000004758671,0.00003755978,0.00005528361,0.0003273006],"category_scores_gemma":[0.00006570762,0.00006468336,0.00002559607,0.0002827245,0.00009407016,0.0001443545,0.00001487272,0.00009238589,0.0004248236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003023515,"about_ca_system_score_gemma":0.0001539591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002683679,"about_ca_topic_score_gemma":7.980619e-7,"domain_scores_codex":[0.9993528,0.00003841288,0.0001105955,0.000157167,0.000190994,0.0001500033],"domain_scores_gemma":[0.9993178,0.00000974918,0.00002897335,0.0002072724,0.0001635936,0.0002725944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002278592,0.0005097505,0.8604465,0.00006939583,0.00009844113,0.005095876,0.0002536815,2.130827e-7,0.1254308,0.002311572,0.003027455,0.002528536],"study_design_scores_gemma":[0.0007167151,0.0003414732,0.8857755,0.00006783225,0.00006448237,0.0002658499,0.000115044,0.0002850204,0.1039499,0.003553644,0.004715261,0.0001492813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769384,0.0002432984,0.00001024597,0.000341152,0.00007062095,0.0002030193,0.00001110368,0.0001068926,0.02207526],"genre_scores_gemma":[0.9957958,0.0000245043,0.002052347,0.001338851,0.00004958363,0.00002671142,0.00005653344,0.00001298441,0.00064267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02532907,"threshold_uncertainty_score":0.546039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05853440095404248,"score_gpt":0.2701967936724847,"score_spread":0.2116623927184423,"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."}}