{"id":"W4253368602","doi":"10.1097/aln.0000000000003622","title":"Distant Vision","year":2020,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assembly of First Nations","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002316327,0.00003126562,0.00005494072,0.000008829275,0.0001649897,0.00001556135,0.0001151317,0.00005094989,0.0006326726],"category_scores_gemma":[0.0003846704,0.00002718648,0.00001878886,0.00008631694,0.0001376189,0.0001060404,0.000005972607,0.00006147981,0.0005167063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007608383,"about_ca_system_score_gemma":0.00009143737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002733826,"about_ca_topic_score_gemma":0.00008759195,"domain_scores_codex":[0.9993836,0.0002597786,0.00005885755,0.0001051169,0.00007635654,0.0001162416],"domain_scores_gemma":[0.9994557,0.0003606786,0.00003217364,0.00004340695,0.00002193052,0.00008606113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001240061,0.00009237265,0.154523,0.00001564349,0.00001424679,0.00004171344,0.1240893,0.000004609009,0.0006688033,0.6554698,0.04904375,0.01591278],"study_design_scores_gemma":[0.00003056752,0.00007734964,0.02329187,0.00000127625,0.000003115823,8.741707e-7,0.008974096,0.0000022437,0.00002144316,0.003470712,0.9640825,0.00004392233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.732846,0.0003879674,0.00001766945,0.2184268,0.0001926535,0.00007690296,4.331876e-7,0.00006968041,0.04798194],"genre_scores_gemma":[0.9890636,0.00006890119,0.0001596148,0.01004986,0.0003776704,0.000002784748,0.000002869619,0.000002735552,0.0002719442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9150388,"threshold_uncertainty_score":0.6927322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09436732734327449,"score_gpt":0.3877407034273097,"score_spread":0.2933733760840352,"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."}}