{"id":"W3120392647","doi":"10.1007/s43678-020-00027-1","title":"Just three things…","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Horizon Health Network; Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"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":[0.007729831,0.0009512914,0.00101004,0.001771079,0.01475165,0.01609516,0.00203485,0.005767097,0.07992631],"category_scores_gemma":[0.02296797,0.0005966639,0.001117969,0.001790554,0.0151461,0.01241616,0.008713168,0.01802234,0.03542494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009653636,"about_ca_system_score_gemma":0.0306882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1211219,"about_ca_topic_score_gemma":0.2495238,"domain_scores_codex":[0.9898342,0.00270993,0.0003287771,0.0008952965,0.004394683,0.001837224],"domain_scores_gemma":[0.9830126,0.001379613,0.0004098071,0.001185674,0.006343631,0.007668657],"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":[0.00002854474,0.00003038288,0.0006799821,0.00007867187,0.00001742283,0.00009209936,0.003701595,0.0000123571,0.0001204728,0.05061325,0.9222982,0.02232706],"study_design_scores_gemma":[0.000008927987,0.00001221452,0.0006370954,0.0002162175,0.000008818404,0.00009554917,0.005974052,0.00000479323,0.00004023578,0.008576302,0.9844049,0.00002095618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002080425,0.01200997,0.000826785,0.6616575,0.05495564,0.00005454024,0.0002881194,0.0002244324,0.2679026],"genre_scores_gemma":[0.03750944,0.00946687,0.002069924,0.4589114,0.01204719,0.000165275,0.0004023523,0.000426053,0.4790015],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1211219,"threshold_uncertainty_score":0.2673802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1418802829199545,"score_gpt":0.3466840303980169,"score_spread":0.2048037474780624,"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."}}