{"id":"W2166920808","doi":"10.1136/thx.2004.031682","title":"Idiopathic diffuse pulmonary ossification","year":2004,"lang":"en","type":"article","venue":"Thorax","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Ossification; Pathology; Anatomy","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":[0.0002213121,0.00007588216,0.0001628292,0.00004186332,0.0000780296,0.000004381705,0.00004418409,0.00005797084,0.00001991339],"category_scores_gemma":[0.000187604,0.00005751701,0.00003878885,0.000101998,0.0001546318,0.00002594812,0.00002019581,0.0001840054,0.0003047916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002684249,"about_ca_system_score_gemma":0.0000455091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001489963,"about_ca_topic_score_gemma":9.803447e-7,"domain_scores_codex":[0.9993982,0.00002635698,0.0001292755,0.0001590899,0.0001379641,0.0001491433],"domain_scores_gemma":[0.9996015,0.00001554294,0.00002967859,0.0002169969,0.0000381365,0.00009813056],"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":[0.0008647257,0.004620906,0.2521357,0.001109241,0.0002986755,0.00621597,0.008644158,0.00001806423,0.2914349,0.01509333,0.008460074,0.4111043],"study_design_scores_gemma":[0.005835022,0.0005830465,0.9226458,0.001227543,0.0004997294,0.003208463,0.001097155,0.0002506457,0.01694307,0.01745436,0.02964296,0.0006122175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490927,0.003123468,0.002546896,0.019281,0.0002906815,0.0001782158,0.000001979666,0.0002274347,0.02525762],"genre_scores_gemma":[0.9963703,0.0001472997,0.0008955171,0.001333217,0.0002149968,0.00001501721,0.000009882451,0.000009601328,0.001004143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6705101,"threshold_uncertainty_score":0.391758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03874327659690163,"score_gpt":0.3157506312958324,"score_spread":0.2770073546989308,"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."}}