{"id":"W3214853027","doi":"10.1177/10406387211062207","title":"IIB or not IIB, part 1: retrospective evaluation of Kenney–Doig categorization of equine endometrial biopsies at a veterinary diagnostic laboratory and comparison with published reports","year":2021,"lang":"en","type":"review","venue":"Journal of Veterinary Diagnostic Investigation","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Fertility; Categorization; Grading scale; Gynecology; Veterinary medicine; Surgery; Population","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":[0.00824526,0.0003960855,0.0005821399,0.005917834,0.000674572,0.0009934987,0.0005878012,0.0003788421,0.001580312],"category_scores_gemma":[0.02058382,0.0004861105,0.0007016126,0.003388854,0.0007976532,0.001117866,0.0009362627,0.0003210794,0.0004647065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005936737,"about_ca_system_score_gemma":0.0005283821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003509023,"about_ca_topic_score_gemma":0.00712801,"domain_scores_codex":[0.9927537,0.001883316,0.00256161,0.001063713,0.00134213,0.000395514],"domain_scores_gemma":[0.980657,0.004799091,0.008359518,0.001954199,0.003769197,0.0004609912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001965449,0.00002343846,0.9861341,0.0004482256,0.000110634,0.0006381874,0.0008727706,0.00004722533,0.001269059,0.00005977886,0.0004905025,0.009709612],"study_design_scores_gemma":[0.000009877863,0.0001688051,0.9896228,0.0004307872,0.0001395046,0.003837712,0.001860608,0.000161903,0.0007009843,0.00009111658,0.002953928,0.00002192037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9835544,0.008501844,0.002081266,0.0001053153,0.000089087,0.0006098989,0.001795701,0.00002248444,0.003239988],"genre_scores_gemma":[0.9915897,0.002311774,0.002736522,0.000207498,0.00008174082,0.0006172102,0.001942222,0.00002607784,0.0004872259],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00824526,"threshold_uncertainty_score":0.04360563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1330929180284957,"score_gpt":0.341085704173987,"score_spread":0.2079927861454914,"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."}}