{"id":"W2054527186","doi":"10.1373/clinchem.2008.105494","title":"National Academy of Clinical Biochemistry Laboratory Medicine Practice Guidelines for the Use of Tumor Markers","year":2008,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Abbott Diagnostics","keywords":"Clinical biochemistry; Medical laboratory; Clinical Practice; Medicine; Medical physics; Medical education; Family medicine; 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":[0.0690756,0.001415905,0.00239626,0.008540599,0.002474273,0.005473273,0.007619912,0.007163406,0.0119171],"category_scores_gemma":[0.1247189,0.001388014,0.002493219,0.009883741,0.002705417,0.002865248,0.00416393,0.009574521,0.01815386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003919899,"about_ca_system_score_gemma":0.02280529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008643974,"about_ca_topic_score_gemma":0.00866132,"domain_scores_codex":[0.8874522,0.04890786,0.02510642,0.00255336,0.03368438,0.002295758],"domain_scores_gemma":[0.7770228,0.04980301,0.01842568,0.01469783,0.1352668,0.004783858],"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":[0.0003157354,0.0006578871,0.007965671,0.002336541,0.00009296289,0.0004926819,0.0007092308,0.000937705,0.001805194,0.01227143,0.7537404,0.2186746],"study_design_scores_gemma":[0.0002572235,0.0003033404,0.01433474,0.005621011,0.00009203549,0.001613759,0.0004426288,0.001653559,0.001777285,0.00992606,0.9638692,0.000109195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008600495,0.1079637,0.3033035,0.2080397,0.01856418,0.01919902,0.01228226,0.006821964,0.3152252],"genre_scores_gemma":[0.04372254,0.06084768,0.7124304,0.06071191,0.005320505,0.03482294,0.02993554,0.001383502,0.05082498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0690756,"threshold_uncertainty_score":0.365311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6727196783209847,"score_gpt":0.6196566937421892,"score_spread":0.05306298457879544,"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."}}