{"id":"W2396974738","doi":"10.1038/modpathol.3880296","title":"Conclusion","year":2001,"lang":"en","type":"review","venue":"Modern Pathology","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Pathology; Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005173043,0.0006624899,0.00284375,0.0004120953,0.0001153878,0.00001993814,0.0006462717,0.001143839,0.000511366],"category_scores_gemma":[0.0001075905,0.0005498303,0.0006198012,0.000402882,0.0001924834,0.00005016147,0.0005857609,0.0007681651,0.03914889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000296016,"about_ca_system_score_gemma":0.0002294305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005035638,"about_ca_topic_score_gemma":0.00001147918,"domain_scores_codex":[0.996542,0.0008674963,0.0007149871,0.0009672462,0.0002359787,0.0006723166],"domain_scores_gemma":[0.9980075,0.0001401035,0.0005102089,0.001152854,0.00006064624,0.0001286459],"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":[0.000002756668,0.000075433,6.616355e-7,0.002247069,0.00003271937,0.002173011,0.00006158954,0.000001093076,0.000003465294,0.0001552247,0.002516058,0.9927309],"study_design_scores_gemma":[0.000168553,0.00005909004,4.082303e-7,0.002284568,0.000606611,0.005051606,9.852751e-7,0.00004820184,1.23511e-7,0.001188069,0.9901078,0.0004839684],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002412753,0.982646,0.001204932,0.0000072446,0.0004893505,0.0007259737,0.0002467872,0.0004031513,0.01427411],"genre_scores_gemma":[0.000002137828,0.9948277,0.0002847856,0.00007576565,0.0003193712,0.0001781686,0.0005744827,0.0004059675,0.003331621],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9922469,"threshold_uncertainty_score":0.9996953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067412918611926,"score_gpt":0.3869615248000876,"score_spread":0.280220232938895,"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."}}