{"id":"W2024519273","doi":"10.1016/j.humpath.2007.05.013","title":"Review of the Knowledge Hub for Pathology (United States and Canadian Academy of Pathology online educational materials)","year":2007,"lang":"en","type":"article","venue":"Human Pathology","topic":"Radiology practices and education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pathology; Medicine; Anatomical pathology","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":[0.007096758,0.0004654832,0.0007702333,0.01006043,0.001287794,0.003129068,0.001665238,0.001670598,0.01237065],"category_scores_gemma":[0.01200317,0.000259184,0.0004749131,0.00957832,0.001037473,0.003416825,0.001418806,0.001501561,0.002237086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007978776,"about_ca_system_score_gemma":0.03382899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1116654,"about_ca_topic_score_gemma":0.2495555,"domain_scores_codex":[0.9979494,0.0004266935,0.0002644644,0.0001232188,0.001033608,0.0002027006],"domain_scores_gemma":[0.9808527,0.00549879,0.001309065,0.0003621881,0.01017224,0.001804929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002686757,0.00004247203,0.0004841962,0.00666809,0.00002071438,0.0001821666,0.0002024651,0.00009017056,0.0001457141,0.003848143,0.3579198,0.6303692],"study_design_scores_gemma":[0.000006864277,0.00002968682,0.005323465,0.008474149,0.00005366083,0.0003786328,0.0003438742,0.00005369083,0.0001365984,0.000611431,0.9845728,0.00001501969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001496332,0.930521,0.001018725,0.03552819,0.01137557,0.0001331715,0.0006012364,0.0001265547,0.0191993],"genre_scores_gemma":[0.01422079,0.9553207,0.002872277,0.0102797,0.003823825,0.0001017207,0.0009791498,0.0000396059,0.01236228],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8883346,"threshold_uncertainty_score":0.2220309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06773371137073934,"score_gpt":0.4084880918831394,"score_spread":0.3407543805124,"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."}}