{"id":"W2324280647","doi":"10.1097/lbr.0000000000000054","title":"Dr David Stather","year":2014,"lang":"en","type":"article","venue":"Journal of Bronchology & Interventional Pulmonology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Compassion; Pulmonary medicine; Medical education; Intensive care medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007004913,0.0001415983,0.0005463185,0.0002698063,0.00005755055,0.000004509719,0.0002207361,0.0002920589,0.002125296],"category_scores_gemma":[0.0003326122,0.0001109774,0.000422677,0.00008531891,0.0004667501,0.0001246116,0.00003737166,0.0006757646,0.00009328622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001355205,"about_ca_system_score_gemma":0.00009521331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001668746,"about_ca_topic_score_gemma":0.000003657648,"domain_scores_codex":[0.9984118,0.0002527693,0.000740546,0.000182282,0.0001516455,0.0002609488],"domain_scores_gemma":[0.9985874,0.0002767374,0.0005742818,0.000199847,0.0002459151,0.0001157716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01246125,0.00849792,0.3114444,0.0002705553,0.004227709,0.002767503,0.0007568935,0.0003752521,0.03768453,0.09080352,0.1402484,0.3904621],"study_design_scores_gemma":[0.006776971,0.01210665,0.2209003,0.0001374622,0.0002551177,0.02660372,0.0000820642,0.0001035958,0.0008369906,0.03501138,0.6969737,0.000211968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8230665,0.004355627,0.1292762,0.02706939,0.005081207,0.0001909121,0.000004947422,0.00004014535,0.01091511],"genre_scores_gemma":[0.9772326,0.0001444152,0.01042067,0.004222592,0.001628101,0.000005185922,0.000007296561,0.00002649568,0.006312693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5567254,"threshold_uncertainty_score":0.9987869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696985503179538,"score_gpt":0.3797522947973537,"score_spread":0.3627824397655584,"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."}}