{"id":"W2208899914","doi":"","title":"Peeking Over the Fence: a Look at Canadian Coding and CDI Processes, and How They Differ From the US Due to Varied Financial Structures","year":2014,"lang":"en","type":"article","venue":"Journal of AHIMA","topic":"Credit Risk and Financial Regulations","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Fence (mathematics); Coding (social sciences); Business; Finance; Mathematics; Engineering; Statistics; Structural engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002594317,0.0002431658,0.0003800394,0.003607391,0.006157312,0.00796762,0.001565896,0.0009378448,0.007078114],"category_scores_gemma":[0.01592581,0.0001974484,0.0004801036,0.01088459,0.003887768,0.0020811,0.001649103,0.001638099,0.0004156939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07375418,"about_ca_system_score_gemma":0.06560352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9939824,"about_ca_topic_score_gemma":0.9956895,"domain_scores_codex":[0.9973896,0.0003353526,0.00009417202,0.0002683471,0.001027122,0.0008853787],"domain_scores_gemma":[0.9909046,0.001502016,0.0009776751,0.0005333583,0.00497968,0.001102641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002757914,0.00009886191,0.315686,0.0001208205,0.00007481615,0.0005101909,0.05580971,0.00348669,0.001027004,0.4601744,0.03428503,0.1284506],"study_design_scores_gemma":[0.00004088651,0.00004857894,0.675804,0.0003978361,0.0001028992,0.0002304935,0.09810241,0.006709957,0.001188505,0.02842889,0.1887027,0.0002428852],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7925657,0.003951284,0.004457395,0.02424755,0.0001672394,0.0001065877,0.003355662,0.0000947284,0.1710539],"genre_scores_gemma":[0.980177,0.00148489,0.001165961,0.0007307577,0.00001548317,0.00001377294,0.000660827,0.0000505489,0.01570063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07375418,"threshold_uncertainty_score":0.5351265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301757908796389,"score_gpt":0.1959226758409299,"score_spread":0.182905096752966,"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."}}