{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001030183,0.0007515649,0.0005631126,0.001147146,0.001926363,0.00295864,0.001027846,0.003233734,0.1256029],"category_scores_gemma":[0.01138231,0.0003398769,0.0005008213,0.0004251407,0.0009158153,0.002158421,0.002045961,0.006490882,0.04885171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001759062,"about_ca_system_score_gemma":0.003998835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003639168,"about_ca_topic_score_gemma":0.005298182,"domain_scores_codex":[0.9987208,0.0002140308,0.00006265081,0.0003356861,0.000474087,0.0001927708],"domain_scores_gemma":[0.9950916,0.0007178151,0.0002305529,0.00019973,0.001670658,0.002089628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001313583,0.000009481019,0.0002880289,0.00004257657,0.0000028825,0.0002848813,0.00005095515,0.00002633679,0.00006239923,0.001478489,0.9687164,0.0290244],"study_design_scores_gemma":[0.000008204136,0.00002007327,0.0003434783,0.0001468936,0.000003832958,0.002885123,0.0001635336,0.00007453623,0.0001165534,0.001093623,0.9951316,0.00001260726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003419285,0.05235292,0.004529275,0.5900985,0.1598835,0.0001170475,0.0009862084,0.001480608,0.1871327],"genre_scores_gemma":[0.03932299,0.04457621,0.003625692,0.3242249,0.04620158,0.0002085268,0.001128179,0.0009507362,0.5397611],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8743971,"threshold_uncertainty_score":0.4201835,"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."}}