{"id":"W2096832036","doi":"10.1136/bmjqs-2015-004029","title":"Response to: ‘working smarter, not harder’ by Professor Iedema","year":2015,"lang":"en","type":"letter","venue":"BMJ Quality & Safety","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Gadget; Workflow; Set (abstract data type); Work (physics); Health care; Medicine; Knowledge management; Medical education; Internet privacy; Computer science; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01054303,0.000623641,0.001474154,0.0002954919,0.0002261956,0.00004024772,0.0003250655,0.0009393701,0.0005672032],"category_scores_gemma":[0.002672501,0.0005575031,0.0002433098,0.0004209621,0.00009033089,0.00008949893,0.0001587017,0.00207535,0.0004948232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007637001,"about_ca_system_score_gemma":0.001736987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005063307,"about_ca_topic_score_gemma":0.0000767696,"domain_scores_codex":[0.9909655,0.002120501,0.002853724,0.0009669798,0.001973514,0.001119806],"domain_scores_gemma":[0.9954577,0.001439674,0.0008463184,0.001227709,0.0004757057,0.0005529005],"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":[0.006981169,0.00007426595,0.0008585486,0.0008161438,0.0001404582,0.0002424997,0.001423833,9.097683e-8,0.0004021651,0.00001346211,0.9736471,0.01540032],"study_design_scores_gemma":[0.004709534,0.0007934435,0.006314213,0.0006759011,0.0002196306,0.00008975189,0.0006988091,0.00000270244,0.0001603143,0.00006072021,0.9856959,0.0005790843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007952861,0.0001641722,0.000812259,0.9825183,0.001689651,0.004468836,0.0006553906,0.0002852187,0.001453367],"genre_scores_gemma":[0.005729109,0.00002841575,0.001196909,0.9543344,0.007093329,0.0004330137,0.005451554,0.0001479602,0.02558531],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02818385,"threshold_uncertainty_score":0.9996877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1585124099671997,"score_gpt":0.4612013030859681,"score_spread":0.3026888931187683,"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."}}