{"id":"W1529821315","doi":"10.1001/jamainternmed.2015.3135","title":"Working to Shift Clinician Perceptions—Reply","year":2015,"lang":"en","type":"letter","venue":"JAMA Internal Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Clinical Evaluation Research Unit; Kingston General Hospital; McMaster University","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005597949,0.0008110568,0.0008031881,0.0007964689,0.004914198,0.003713999,0.00222523,0.03601265,0.01454575],"category_scores_gemma":[0.05181018,0.0007217839,0.0009720762,0.0007937041,0.00279908,0.005368139,0.002010451,0.0278444,0.008387906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005163739,"about_ca_system_score_gemma":0.006781301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01156679,"about_ca_topic_score_gemma":0.01135678,"domain_scores_codex":[0.9954158,0.001299432,0.0006655095,0.0006405142,0.001089402,0.0008893581],"domain_scores_gemma":[0.979263,0.009925732,0.001119155,0.0005549664,0.005294811,0.003842214],"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":[0.00002682323,0.00003845433,0.001156775,0.00003253272,0.000008149025,0.000586801,0.0007352279,0.00003635058,0.0000658666,0.0008496466,0.9905795,0.005883896],"study_design_scores_gemma":[0.0002275388,0.0001863704,0.01001047,0.0008682924,0.0000536523,0.004732057,0.01291069,0.001031382,0.0006131026,0.008809999,0.9602745,0.0002819629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006126965,0.0001455785,0.00007040014,0.9908708,0.007151363,0.00001110203,0.00004435151,0.0000495539,0.001044115],"genre_scores_gemma":[0.00639913,0.0002565637,0.0001639972,0.985709,0.00495938,0.00006257383,0.00002840802,0.00001967837,0.002401338],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03601265,"threshold_uncertainty_score":0.04866046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04933565399957985,"score_gpt":0.3522516929650978,"score_spread":0.302916038965518,"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."}}