{"id":"W2939579350","doi":"10.1016/j.ipej.2019.04.003","title":"Accepting our own limitations: Perhaps technology can do better","year":2019,"lang":"en","type":"editorial","venue":"Indian Pacing and Electrophysiology Journal","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Intensive care medicine","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":[0.00811094,0.002270066,0.003033845,0.001794591,0.00214702,0.007038636,0.002698445,0.01564452,0.009809474],"category_scores_gemma":[0.04383683,0.0007017897,0.001695053,0.00105976,0.00354076,0.007512344,0.001629006,0.02671899,0.009383189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001991041,"about_ca_system_score_gemma":0.00280374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101559,"about_ca_topic_score_gemma":0.001964787,"domain_scores_codex":[0.9939309,0.0009243194,0.001241365,0.000633671,0.002924775,0.0003448474],"domain_scores_gemma":[0.9654147,0.01350139,0.002531667,0.0009700988,0.01389157,0.00369057],"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":[0.00003025628,0.00001560024,0.00005602977,0.0003623002,0.00002232245,0.0001944668,0.00003502504,0.00002139494,0.00007518311,0.000632115,0.9891641,0.009391243],"study_design_scores_gemma":[0.00005354853,0.00003981006,0.0003020267,0.0007178746,0.00006681953,0.001186468,0.0001363099,0.000134314,0.0001697328,0.002557372,0.9945957,0.00004006471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000619194,0.006248803,0.0001408212,0.09362122,0.898571,0.00001452929,0.00002295849,0.0000659248,0.001252765],"genre_scores_gemma":[0.000456176,0.003026627,0.0001188362,0.05456194,0.9384267,0.00001005351,0.00001073754,0.000018964,0.003369945],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01564452,"threshold_uncertainty_score":0.04289526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636649149669737,"score_gpt":0.2947788719227436,"score_spread":0.2784123804260462,"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."}}