{"id":"W2891855634","doi":"10.1177/0300985818798121","title":"Observational Study Design in Veterinary Pathology, Part 2: Methodology","year":2018,"lang":"en","type":"article","venue":"Veterinary Pathology","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Guelph","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Natural Sciences and Engineering Research Council of Canada","keywords":"Observational study; Blinding; Pathology; Medicine; Grading (engineering); Population; Medical physics; Environmental health; Biology; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.322001,0.002014453,0.002576421,0.003785981,0.00297258,0.003580146,0.004187434,0.003895342,0.01016797],"category_scores_gemma":[0.3250955,0.001734978,0.002458772,0.003871989,0.006131655,0.002585675,0.004455432,0.004107274,0.003364773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003322974,"about_ca_system_score_gemma":0.01057187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001235888,"about_ca_topic_score_gemma":0.002773877,"domain_scores_codex":[0.6740161,0.2746461,0.0259712,0.006346618,0.01759261,0.001427313],"domain_scores_gemma":[0.6781564,0.1896335,0.02772778,0.06383923,0.03717679,0.003466198],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004559805,0.001635494,0.04415715,0.02510197,0.0011468,0.00100982,0.01227721,0.00319058,0.008381659,0.1358092,0.1138482,0.6488821],"study_design_scores_gemma":[0.003238667,0.01470332,0.05139917,0.02787941,0.001553892,0.002280208,0.00457165,0.01154733,0.01108402,0.1629168,0.7082412,0.000584363],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009033966,0.008852312,0.783932,0.007186844,0.0151649,0.1665158,0.001329602,0.0005376564,0.00744699],"genre_scores_gemma":[0.02279459,0.004113548,0.5536174,0.006440687,0.003715455,0.4041913,0.0005399429,0.0002577764,0.004329473],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.677999,"threshold_uncertainty_score":0.8360935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.436170771412223,"score_gpt":0.4293216625464238,"score_spread":0.006849108865799203,"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."}}