{"id":"W2056075650","doi":"10.1016/j.carpath.2010.01.010","title":"The Society for Cardiovascular Pathology celebrating 25 disruptively exciting years","year":2010,"lang":"en","type":"article","venue":"Cardiovascular Pathology","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Transformative learning; Collegiality; Medicine; Engineering ethics; Political science; Sociology; Engineering; Pedagogy; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01167381,0.0002911138,0.001063144,0.00008201614,0.0006301019,0.00004644815,0.0003165178,0.0005639395,0.00001902267],"category_scores_gemma":[0.02983483,0.0002130854,0.006338262,0.0002926467,0.0008177963,0.0000754623,0.0001718891,0.001509281,0.000049177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001144517,"about_ca_system_score_gemma":0.00165679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002930236,"about_ca_topic_score_gemma":0.0000094139,"domain_scores_codex":[0.9953576,0.0004470234,0.0005128565,0.0007513706,0.0009437851,0.001987319],"domain_scores_gemma":[0.9952269,0.0009073018,0.00008962292,0.001492351,0.000439459,0.001844338],"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":[0.000205444,0.0001396532,0.001124551,0.0006240411,0.007955182,0.004242934,0.00203443,0.00003526753,0.01988857,0.002867896,0.0112125,0.9496695],"study_design_scores_gemma":[0.005834714,0.0006494553,0.01176319,0.00006306687,0.001549261,0.006804576,0.001259015,0.0004349988,0.0008303082,0.0008442436,0.9695342,0.0004330096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8817096,0.03941318,0.06041751,0.00764966,0.002954748,0.004068291,0.00006297859,0.0003229819,0.003401091],"genre_scores_gemma":[0.9687981,0.002710175,0.01787408,0.00541877,0.003645538,0.0008888241,0.00009709191,0.0001580143,0.0004093917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9583217,"threshold_uncertainty_score":0.9783373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05568368044494917,"score_gpt":0.3479093799821261,"score_spread":0.2922256995371769,"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."}}