{"id":"W6904130683","doi":"10.13140/rg.2.2.35393.45923","title":"Canadian Association of Pathologists Statistics for Pathologists Primer: Focus on Diagnostic Accuracy Statistics Task 3 Measuring Agreement Workshop","year":2018,"lang":"en","type":"article","venue":"","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Focus (optics); Task (project management); Association (psychology); Diagnostic accuracy; Task force; Summary statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1615546,0.001646237,0.00184584,0.008465668,0.01066788,0.01082311,0.01257586,0.006772105,0.00796355],"category_scores_gemma":[0.1625497,0.002637356,0.00293472,0.009707376,0.004082657,0.003204869,0.008246001,0.01307007,0.00528977],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07586781,"about_ca_system_score_gemma":0.4686967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8942673,"about_ca_topic_score_gemma":0.9326583,"domain_scores_codex":[0.8816987,0.0250279,0.009374307,0.005535005,0.07023268,0.008131376],"domain_scores_gemma":[0.5678703,0.04439703,0.009522569,0.01471847,0.3367444,0.02674719],"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":[0.00009104168,0.0001365517,0.004837491,0.0004471896,0.00005175154,0.00007673836,0.001049639,0.0007375322,0.0007042993,0.0120138,0.9172827,0.06257129],"study_design_scores_gemma":[0.0001059204,0.0001149504,0.05318797,0.001981734,0.00009500807,0.0001874711,0.001900754,0.001910265,0.002237376,0.01001343,0.9279732,0.0002918874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01236711,0.01631364,0.1274621,0.6041899,0.02465238,0.009612626,0.04726329,0.004972307,0.1531667],"genre_scores_gemma":[0.1274756,0.02058809,0.4134042,0.1458147,0.00773357,0.01455871,0.08394492,0.005030691,0.1814493],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9241322,"threshold_uncertainty_score":0.8543924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07252068649582594,"score_gpt":0.3763816300789241,"score_spread":0.3038609435830982,"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."}}