{"id":"W4294991410","doi":"10.1111/ijlh.13831","title":"International society for laboratory hematology: Focus on education","year":2022,"lang":"en","type":"editorial","venue":"International Journal of Laboratory Hematology","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Electricity Association; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medical education; Accreditation; Medical laboratory; Medicine; Library science; Psychology; Computer science; 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":[0.01083686,0.001402704,0.0008287904,0.0035176,0.001550329,0.009203668,0.001981542,0.005945597,0.08226912],"category_scores_gemma":[0.01982835,0.0004036762,0.0007361689,0.002582978,0.001822919,0.007003249,0.008092008,0.008581991,0.04322292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004208626,"about_ca_system_score_gemma":0.01725446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001492369,"about_ca_topic_score_gemma":0.002328785,"domain_scores_codex":[0.9933795,0.001827703,0.0003888488,0.0008745419,0.002302112,0.001227319],"domain_scores_gemma":[0.9712,0.003121572,0.001154303,0.001090647,0.007225922,0.01620756],"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":[0.00002536029,0.0001146307,0.0009263753,0.0005430653,0.000005815104,0.00007809418,0.0002961938,0.00004048348,0.0002703264,0.008771009,0.7372082,0.2517204],"study_design_scores_gemma":[0.000009359537,0.00004213988,0.001363721,0.0009005676,0.000005476463,0.0003310328,0.0002617826,0.00004675067,0.0001069081,0.002945384,0.9939779,0.000009085289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002031988,0.1630331,0.006895267,0.4600016,0.1343209,0.0002880055,0.0005466169,0.001277041,0.2316054],"genre_scores_gemma":[0.03663488,0.2678389,0.008932653,0.1938209,0.1096022,0.0006812973,0.001977119,0.0008152149,0.3796969],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.08226912,"threshold_uncertainty_score":0.2752176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363261691446078,"score_gpt":0.402902534825627,"score_spread":0.3792699179111663,"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."}}