{"id":"W4247001558","doi":"10.1038/modpathol.2013.24","title":"Pulmonary","year":2013,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005592115,0.0004757983,0.000368558,0.001134236,0.001007349,0.002147757,0.0007489274,0.001109218,0.159637],"category_scores_gemma":[0.001378562,0.0002031285,0.0004673802,0.0005682952,0.0005928263,0.0008057154,0.001481853,0.00136756,0.07864817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006301443,"about_ca_system_score_gemma":0.001229228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001442228,"about_ca_topic_score_gemma":0.001673109,"domain_scores_codex":[0.9993805,0.00007221961,0.00003905978,0.0001178416,0.0002813267,0.0001090641],"domain_scores_gemma":[0.999386,0.00006606507,0.00004546058,0.0001369558,0.000215794,0.0001496886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000269957,0.0002652387,0.007302481,0.0005832352,0.00004317488,0.003673275,0.000445311,0.000169779,0.02796064,0.02316119,0.2046313,0.7314945],"study_design_scores_gemma":[0.00003142861,0.0001001644,0.007077375,0.0001740772,0.00002464325,0.007445266,0.0001412648,0.0001662699,0.004334582,0.002906756,0.9775845,0.00001359832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02032205,0.02323894,0.01628407,0.009923277,0.005829698,0.0004151305,0.002393301,0.002451109,0.9191425],"genre_scores_gemma":[0.1351741,0.009026405,0.005612721,0.007290955,0.003574458,0.0001834149,0.002219206,0.0003861094,0.8365327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.159637,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195619710734731,"score_gpt":0.284803418945836,"score_spread":0.2652414478723629,"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."}}