{"id":"W2092424571","doi":"10.1097/01.shk.0000235133.28105.13","title":"PHYSIOLOGIC BASIS OF RESPIRATORY DISEASE","year":2006,"lang":"en","type":"article","venue":"Shock","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulmonologists; Medicine; Respiratory physiology; Respiratory system; Intensive care medicine; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008582473,0.0001184037,0.0002253489,0.0001038228,0.00004132827,0.000004304627,0.0001074929,0.00004600829,0.0009784157],"category_scores_gemma":[0.00009238242,0.00009957808,0.0001521015,0.0002258953,0.0001918924,0.0000476728,0.00007517077,0.0001268279,0.0001085585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001408683,"about_ca_system_score_gemma":0.0002968818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007165511,"about_ca_topic_score_gemma":0.000004562065,"domain_scores_codex":[0.9988351,0.00005624176,0.0002072824,0.0002737601,0.0003573071,0.0002703205],"domain_scores_gemma":[0.9991152,0.00004688329,0.00005181492,0.0004551559,0.0001228903,0.0002080783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002930804,0.002194953,0.7428181,0.002982273,0.0001941961,0.001049357,0.00004961653,0.0001977363,0.1348619,0.005502263,0.06018827,0.04703059],"study_design_scores_gemma":[0.0008458715,0.00008652743,0.985338,0.00005752602,0.00005967969,0.000001958323,0.00003592578,0.0002509865,0.003533529,0.002140646,0.007546929,0.0001024767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815389,0.002247832,0.0000254461,0.0003733666,0.00007121237,0.0003424375,0.00006907209,0.00005441935,0.01527732],"genre_scores_gemma":[0.9969794,0.00001305747,0.0001362988,0.0002086244,0.00029891,0.00001553662,0.00004182846,0.00002010791,0.002286201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2425199,"threshold_uncertainty_score":0.9999349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210936147451476,"score_gpt":0.2959427192415464,"score_spread":0.2738333577670317,"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."}}