{"id":"W2030365959","doi":"10.1016/j.surg.2013.02.009","title":"Guidelines for the review of pathology in the research context","year":2013,"lang":"en","type":"article","venue":"Surgery","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Toronto; University of Calgary","funders":"European Hematology Association","keywords":"Guideline; Medicine; Executive summary; Context (archaeology); Family medicine; MEDLINE; Pathology; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09279002,0.002763386,0.005403058,0.02892367,0.003763466,0.009604838,0.01349567,0.02317601,0.01617971],"category_scores_gemma":[0.2392567,0.002960034,0.008009261,0.02276621,0.00678201,0.008702967,0.007505177,0.01562785,0.01842194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008693869,"about_ca_system_score_gemma":0.04496022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01794581,"about_ca_topic_score_gemma":0.0339908,"domain_scores_codex":[0.850679,0.05838801,0.06187742,0.003224299,0.02290652,0.002924739],"domain_scores_gemma":[0.4793101,0.1810161,0.05245454,0.02166238,0.2550252,0.01053178],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001104053,0.0002159471,0.0008008438,0.01363061,0.0001862339,0.0007886734,0.0009901698,0.0003468887,0.0007996802,0.0116534,0.8188164,0.1516607],"study_design_scores_gemma":[0.0001935371,0.00008686633,0.002614399,0.04370403,0.0003215243,0.001651413,0.0006589751,0.0003486596,0.0005112405,0.00959073,0.9401804,0.0001381766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.001063584,0.319153,0.07982471,0.4380875,0.06938431,0.01223195,0.005994424,0.002759964,0.07150064],"genre_scores_gemma":[0.00675702,0.2632304,0.4641896,0.1659148,0.02970237,0.02234959,0.009850902,0.001537971,0.03646731],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.90721,"threshold_uncertainty_score":0.4907264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.594224071981624,"score_gpt":0.5662668304177507,"score_spread":0.02795724156387325,"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."}}