{"id":"W4414740991","doi":"10.1093/clinchem/hvaf086.141","title":"A-145 Evaluating clinician compliance with laboratory guidance for prolonged aPTT testing","year":2025,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache","funders":"","keywords":"Lupus anticoagulant; Partial thromboplastin time; Coagulation testing; Systemic lupus erythematosus; Coagulation; Coagulation Disorder; Prothrombin time","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004872179,0.0002670868,0.0009119147,0.00001772602,0.0001978839,0.00005380976,0.0002613052,0.0003808578,0.00005348165],"category_scores_gemma":[0.06212524,0.0002230655,0.0002178657,0.0005030715,0.0003413519,0.0000995193,0.00007975414,0.000945054,0.00002059634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006274529,"about_ca_system_score_gemma":0.001564058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002826401,"about_ca_topic_score_gemma":0.000006080157,"domain_scores_codex":[0.9965301,0.0002000063,0.001697906,0.0008383631,0.0003049488,0.0004286592],"domain_scores_gemma":[0.9832741,0.01318344,0.0007636693,0.0009016706,0.001573324,0.0003037974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008197756,0.001872024,0.9156176,0.004420104,0.00067834,0.00005600424,0.00002845436,0.0000231271,0.01232827,0.0002266158,0.006710111,0.04984159],"study_design_scores_gemma":[0.09527763,0.0102283,0.3631216,0.02262472,0.006430924,0.00005050286,0.001112942,0.05388983,0.03433494,0.002715091,0.40677,0.003443508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769369,0.001016324,0.001131247,0.01036475,0.0003850932,0.001386049,0.00009345913,0.0002579251,0.008428253],"genre_scores_gemma":[0.9523574,0.00002449874,0.03034865,0.01224773,0.001387173,0.0002501526,0.00004253788,0.00004926033,0.003292654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.552496,"threshold_uncertainty_score":0.9457749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.308242242474851,"score_gpt":0.5397242891396575,"score_spread":0.2314820466648065,"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."}}