{"id":"W4317863052","doi":"10.46747/cfp.690147","title":"Traffic patterns","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Medical Case Reports and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Emergency department; Minor (academic); Medicine; Computer science; Bandage; Surgery; Art; Humanities; Nursing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001978287,0.000567482,0.0002866903,0.002547785,0.002288518,0.001743267,0.0008539529,0.0008930214,0.3467553],"category_scores_gemma":[0.001193666,0.0001808964,0.00048584,0.003251536,0.0002395007,0.001120928,0.001021933,0.001206904,0.1637368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205895,"about_ca_system_score_gemma":0.001666659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1229818,"about_ca_topic_score_gemma":0.1583707,"domain_scores_codex":[0.9995797,0.00003993534,0.00002192575,0.00008393111,0.0001544469,0.0001201013],"domain_scores_gemma":[0.9989278,0.00002521747,0.00005445524,0.00003486003,0.0007983144,0.0001593372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.00004403569,0.00005051086,0.0129763,0.00009912037,0.00001183494,0.0002466902,0.0002517204,0.0001480348,0.0001613489,0.001944459,0.9318499,0.05221605],"study_design_scores_gemma":[0.00001500472,0.00003617187,0.04264291,0.0003075915,0.0000140386,0.00103811,0.001662922,0.0003646902,0.0001358946,0.001070071,0.9526733,0.00003932236],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01964563,0.001488154,0.003297068,0.01024733,0.002995583,0.0004091629,0.1291606,0.003301757,0.8294547],"genre_scores_gemma":[0.0997096,0.004028037,0.00467189,0.007355153,0.001198185,0.0005378797,0.1150886,0.001613008,0.7657977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3467553,"threshold_uncertainty_score":0.9317743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03614498421903768,"score_gpt":0.2642536213692647,"score_spread":0.228108637150227,"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."}}