{"id":"W185572701","doi":"10.5858/2002-126-1036-qt","title":"Q-Tracks","year":2002,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Percentile; Context (archaeology); Ranking (information retrieval); Percentile rank; Medicine; Quality management; Medical physics; Statistics; Computer science; Operations management; Engineering; Geography; Mathematics","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":[0.007970651,0.0006480088,0.0004697738,0.001490025,0.001438176,0.004452533,0.003324526,0.001524196,0.2900562],"category_scores_gemma":[0.02282254,0.0005456996,0.0007344014,0.002740191,0.0007547541,0.004093202,0.004387147,0.001212461,0.1418384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002176287,"about_ca_system_score_gemma":0.008646639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01223302,"about_ca_topic_score_gemma":0.01056051,"domain_scores_codex":[0.9947077,0.001468491,0.0003716979,0.001259631,0.00147821,0.0007142288],"domain_scores_gemma":[0.9785453,0.004504161,0.001879667,0.004057367,0.007673631,0.003340031],"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":[0.001092055,0.0004269082,0.016316,0.0004791697,0.00003430197,0.0001800702,0.0008742217,0.001066586,0.001373912,0.02372214,0.6453126,0.309122],"study_design_scores_gemma":[0.0001952454,0.000259881,0.008308295,0.0001327403,0.00001311782,0.0001611262,0.0003026925,0.001443503,0.0006681207,0.004679519,0.9838054,0.00003023565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03105196,0.0006540785,0.08777939,0.01017758,0.002455917,0.004152308,0.05714721,0.04490011,0.7616814],"genre_scores_gemma":[0.1792571,0.001146059,0.1269962,0.008184735,0.00150322,0.004166642,0.09849073,0.01086064,0.5693946],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2900562,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05144785327306453,"score_gpt":0.3505197389636411,"score_spread":0.2990718856905765,"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."}}