{"id":"W4323807261","doi":"10.1002/ca.24031","title":"General histological woes: Encore. Tissues, please","year":2023,"lang":"en","type":"review","venue":"Clinical Anatomy","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Criticism; Connective tissue; Pathology; Clinical Practice; Family medicine; Literature","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0005967718,0.0005812038,0.002933901,0.0002339382,0.00006218479,0.00001785705,0.0009197546,0.002372803,0.0005831965],"category_scores_gemma":[0.001045513,0.0004397286,0.001091419,0.0006370986,0.0005517093,0.00003995697,0.000261863,0.002429464,0.004805055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001353495,"about_ca_system_score_gemma":0.0001740568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000668356,"about_ca_topic_score_gemma":0.000007841797,"domain_scores_codex":[0.996431,0.0001797395,0.001732339,0.0007059741,0.0002702715,0.0006806891],"domain_scores_gemma":[0.9976593,0.0009080495,0.0001761159,0.0007047326,0.00003066581,0.0005211076],"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":[0.00000112356,0.00004278991,0.000003580217,0.003213183,0.0002068361,0.0008646919,0.000002363203,5.12195e-7,2.359994e-9,0.004174861,0.05795411,0.9335359],"study_design_scores_gemma":[0.0001894117,0.0000631653,0.000002292779,0.002049742,0.0004001482,0.00006831329,0.000004951211,0.0002509902,7.251757e-8,0.001552013,0.994924,0.0004948777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001261048,0.9905284,0.0001851042,0.00007911417,0.002214852,0.0004328001,0.00004861556,0.002655837,0.003842653],"genre_scores_gemma":[0.000005969411,0.9953962,0.0005393715,0.0001276004,0.001115359,0.000171936,0.0001738947,0.0001311254,0.002338523],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9369699,"threshold_uncertainty_score":0.999872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407191437948806,"score_gpt":0.4360868182532073,"score_spread":0.2953676744583267,"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."}}