{"id":"W1981113461","doi":"10.1515/cclm.2001.145","title":"Clinical Case Material for Teaching Clinical Chemistry and Laboratory Medicine","year":2001,"lang":"en","type":"article","venue":"Clinical Chemistry and Laboratory Medicine (CCLM)","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medical laboratory; Medical physics; Medicine; Chemistry; Pathology","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":[0.001801658,0.001106623,0.000492417,0.002363629,0.001719146,0.00132886,0.001320187,0.005269266,0.1546645],"category_scores_gemma":[0.01301848,0.0003556167,0.0004600988,0.001243997,0.0009242839,0.001605258,0.001567636,0.00353798,0.02681448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223689,"about_ca_system_score_gemma":0.002068032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000788896,"about_ca_topic_score_gemma":0.001599349,"domain_scores_codex":[0.9978772,0.0005641606,0.0001940016,0.0001450107,0.0009520634,0.0002675434],"domain_scores_gemma":[0.9934239,0.001883942,0.0004517436,0.0004757998,0.001768551,0.001995987],"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":[0.0002222395,0.0005217925,0.001066804,0.0002069141,0.000008074272,0.07588864,0.0002460864,0.0002486481,0.001365712,0.004179538,0.8481775,0.06786804],"study_design_scores_gemma":[0.0001762106,0.0002641161,0.003013344,0.0005655372,0.00001287536,0.1322967,0.000304373,0.0005837083,0.0008843045,0.00449162,0.8573607,0.00004662419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.02531271,0.009276574,0.0130385,0.1990532,0.1597556,0.003374633,0.001769943,0.0008077109,0.5876111],"genre_scores_gemma":[0.2031292,0.01492582,0.02662862,0.06128824,0.1164157,0.002557395,0.005141576,0.0006185792,0.5692949],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1546645,"threshold_uncertainty_score":0.5174042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08381407680464485,"score_gpt":0.4566574855158214,"score_spread":0.3728434087111765,"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."}}