{"id":"W2066805916","doi":"10.1111/j.1440-1843.2007.01067.x","title":"Weak link in the lung","year":2007,"lang":"en","type":"article","venue":"Respirology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Christie (Canada)","funders":"","keywords":"Medicine; Supine position; Airway; Sitting; Tidal volume; Peripheral; Lung volumes; Expiration; Ventilation (architecture); Cardiology; Lung; Anesthesia; Internal medicine; Respiratory system; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001177027,0.000102029,0.0001938928,0.00021733,0.00004870839,0.000006219629,0.0002012666,0.0001383739,0.0004636177],"category_scores_gemma":[0.0002400388,0.00007087123,0.00007230943,0.0003386929,0.0002043713,0.00003103719,0.00007057225,0.000491495,0.0001564456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001724818,"about_ca_system_score_gemma":0.0001408934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006847236,"about_ca_topic_score_gemma":0.00008634764,"domain_scores_codex":[0.9985307,0.0001582741,0.0002302732,0.0002571119,0.000289686,0.0005339275],"domain_scores_gemma":[0.9989992,0.0003607961,0.000032435,0.0004398393,0.00004741853,0.000120279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002576318,0.0005306063,0.8364469,0.0003183307,0.00009417264,0.004522299,0.0007777865,0.00001505187,0.00573539,0.01801085,0.01190996,0.1190623],"study_design_scores_gemma":[0.001166912,0.0001259387,0.9052814,0.00001330883,0.00001950309,0.0001998778,0.0001811556,0.0002579682,0.00008598931,0.0007950562,0.09181085,0.00006203452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9134575,0.002823587,0.0001183022,0.0160249,0.0001174314,0.0005349554,0.000003072973,0.00003151029,0.06688876],"genre_scores_gemma":[0.9957758,0.00004410599,0.00007983876,0.002323136,0.0005494944,0.00002167441,0.00001053289,0.00001658225,0.001178891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1190003,"threshold_uncertainty_score":0.5076289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033172988257051,"score_gpt":0.3400412971001166,"score_spread":0.3197095672175461,"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."}}