{"id":"W2092678894","doi":"10.1309/edal-r8ha-u3el-t37d","title":"Primary Cutaneous Diffuse Large B-Cell Lymphoma","year":2002,"lang":"en","type":"article","venue":"American Journal of Clinical Pathology","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Diffuse large B-cell lymphoma; Lymphoma; CD20; Thigh; Pathology; CD5; Large-cell lymphoma; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.001099963,0.000231046,0.001604073,0.0002484259,0.00007764466,0.00001619275,0.000323167,0.0001642314,0.000585945],"category_scores_gemma":[0.002299153,0.0001800454,0.0006346446,0.0003626749,0.001116194,0.00006444669,0.0001105642,0.0007205117,0.0003167714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109289,"about_ca_system_score_gemma":0.0002913073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005271285,"about_ca_topic_score_gemma":0.000003221964,"domain_scores_codex":[0.9958927,0.0007969465,0.001712565,0.0003526767,0.0006346663,0.0006104463],"domain_scores_gemma":[0.9960037,0.001410757,0.000985973,0.0004609946,0.0005231721,0.0006153597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.004594924,0.03083838,0.2917163,0.00007560624,0.0003338983,0.0637893,0.0008790126,0.000002674777,0.002388319,0.00005884828,0.01266395,0.5926588],"study_design_scores_gemma":[0.1066399,0.07884339,0.1400655,0.0002675256,0.0009323332,0.5089049,0.002867681,0.001698197,0.0005713095,0.0006744031,0.1572271,0.001307742],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845065,0.0009026826,0.0004429561,0.002854743,0.000334714,0.0001904884,0.00001125026,0.00002574151,0.01073093],"genre_scores_gemma":[0.9857209,0.002278745,0.002441949,0.006989889,0.0005664449,0.000003200948,0.00000403427,0.00004927405,0.001945584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5913511,"threshold_uncertainty_score":0.7342038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04208338142804231,"score_gpt":0.3700193147403318,"score_spread":0.3279359333122895,"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."}}