{"id":"W4246212277","doi":"10.1017/s0317167100009847","title":"Canadian Association of Neuropathologists","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Action (physics); Computer science; Medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005426865,0.0002456829,0.000530683,0.00158951,0.001501669,0.000368811,0.001213674,0.0002500061,0.0003591287],"category_scores_gemma":[0.007461988,0.0001742833,0.0002644327,0.001383578,0.00301376,0.0008149372,0.00002957963,0.001846963,0.000006562344],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000377504,"about_ca_system_score_gemma":0.009397817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02396945,"about_ca_topic_score_gemma":0.6471725,"domain_scores_codex":[0.9961468,0.0005106229,0.0009257406,0.0003766043,0.000817229,0.00122301],"domain_scores_gemma":[0.9948428,0.0004478579,0.001025997,0.0001657107,0.0007486928,0.002768976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002679649,0.00001854243,0.990485,0.000004961058,0.00001101222,0.00317538,0.0001645108,0.0002514064,0.0006422085,0.0004943709,0.00120755,0.003518227],"study_design_scores_gemma":[0.0005073933,0.02906885,0.9128122,0.0000348023,0.00008150267,0.03776358,0.000128324,0.000934899,0.0007647598,0.004432438,0.01319124,0.0002800432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763701,0.0002344379,0.000007214614,0.0134115,0.001553792,0.0001282186,0.00001235188,0.00001214546,0.008270265],"genre_scores_gemma":[0.9933656,0.0001430345,0.001368634,0.004644417,0.0003703063,0.000001012887,4.125649e-7,0.00001094654,0.00009563981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.623203,"threshold_uncertainty_score":0.9997982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137542910038048,"score_gpt":0.2741560510938632,"score_spread":0.2527806219934827,"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."}}