{"id":"W4239774680","doi":"10.1111/j.1469-7580.2005.00490.x","title":"BOOK REVIEW","year":2005,"lang":"en","type":"article","venue":"Journal of Anatomy","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Anatomy; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006010492,0.0008801856,0.001216799,0.003316039,0.001277767,0.005970066,0.002213142,0.002156248,0.4883438],"category_scores_gemma":[0.004376384,0.0003888849,0.0007177028,0.004004536,0.0007160454,0.004040875,0.002229379,0.002447057,0.3927861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001712839,"about_ca_system_score_gemma":0.003368171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002656755,"about_ca_topic_score_gemma":0.004683638,"domain_scores_codex":[0.9991255,0.00009717622,0.0000678609,0.0001705097,0.0004584643,0.00008046094],"domain_scores_gemma":[0.9982604,0.0003299546,0.00009284262,0.0001577831,0.0008590688,0.0002998781],"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":[0.00001579776,0.00001797206,0.00006504391,0.0004451979,0.000005475014,0.0001009805,0.00006975938,0.00004123052,0.0001023206,0.004147911,0.8583547,0.1366336],"study_design_scores_gemma":[0.000001942677,0.000003532229,0.00006661491,0.0002006203,0.000002100476,0.0001778486,0.00003124882,0.000007906156,0.00001811084,0.0006049842,0.9988827,0.000002450975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0007276747,0.1703956,0.002607179,0.01972496,0.03906812,0.0002442846,0.004727997,0.0009935412,0.7615106],"genre_scores_gemma":[0.003330812,0.08050342,0.002028739,0.008090173,0.008837936,0.0001264662,0.003924318,0.0005191381,0.8926391],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4883438,"threshold_uncertainty_score":0.7298155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007630588239579297,"score_gpt":0.3012072517612679,"score_spread":0.2935766635216886,"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."}}