{"id":"W4245253828","doi":"10.1503/cmaj.202545","title":"Ephemeral","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill-Queen's University Press","funders":"","keywords":"Ephemeral key; Falling (accident); Medicine; Computer science; Computer security; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004953893,0.0004602973,0.0003743955,0.0006570901,0.003279184,0.002730215,0.0005337233,0.001025509,0.2057764],"category_scores_gemma":[0.00340319,0.0001851922,0.000162311,0.0005608294,0.001587587,0.002194152,0.002786072,0.002284785,0.09562515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485763,"about_ca_system_score_gemma":0.001584802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008023394,"about_ca_topic_score_gemma":0.01689498,"domain_scores_codex":[0.9992098,0.0001389692,0.0000241394,0.0001620351,0.0003043649,0.0001607108],"domain_scores_gemma":[0.9990452,0.00009500969,0.00005745958,0.0001197681,0.0003396126,0.0003429934],"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":[0.0001182862,0.0000219668,0.001198649,0.0001016657,0.000008169985,0.0008953808,0.004221552,0.00003342702,0.001138238,0.05411917,0.8398746,0.09826877],"study_design_scores_gemma":[0.000001388381,0.000004911069,0.0003376484,0.00003465925,0.000001033665,0.0005256627,0.0006833411,0.0000105367,0.00009252855,0.0009288725,0.9973744,0.000004997536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004873694,0.004659604,0.002029352,0.02301702,0.0090215,0.00004145384,0.0008445313,0.000495011,0.9550179],"genre_scores_gemma":[0.0304717,0.002080086,0.0006257066,0.005680663,0.00110945,0.00001834906,0.0002698906,0.0001555777,0.9595885],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2057764,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006831088027305788,"score_gpt":0.2332700256550631,"score_spread":0.2264389376277573,"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."}}