{"id":"W4402916694","doi":"10.61853/gt253b61","title":"Investigating SSc Populations with Breast Cancer by Age and Antibody Presence","year":2024,"lang":"en","type":"article","venue":"Clinical dermatology and surgery.","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Breast cancer; Antibody; Medicine; Cancer; Oncology; Internal medicine; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005237878,0.0006731982,0.004317731,0.009929937,0.0004995784,0.001464468,0.0009634349,0.001211347,0.003945206],"category_scores_gemma":[0.02544082,0.0005970025,0.005465339,0.01071791,0.0005534547,0.001744124,0.0009920794,0.000508133,0.000285941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050458,"about_ca_system_score_gemma":0.003834609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007008125,"about_ca_topic_score_gemma":0.01893214,"domain_scores_codex":[0.9930698,0.001645109,0.003620766,0.0007712016,0.0006922968,0.0002007522],"domain_scores_gemma":[0.9733488,0.01860819,0.005497144,0.0003871922,0.00192128,0.0002373905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0009373359,0.00007047348,0.06547241,0.8398709,0.02204665,0.0006908032,0.00115739,0.0001121555,0.0004669993,0.0004047278,0.00176106,0.06700913],"study_design_scores_gemma":[0.0005891896,0.001158991,0.2129881,0.5977104,0.1420475,0.003580929,0.002268221,0.000195423,0.0005244936,0.001016327,0.03781278,0.000107642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0279477,0.9670931,0.0003360278,0.0002881012,0.0001264027,0.0006724364,0.002513088,0.00000827992,0.00101487],"genre_scores_gemma":[0.2404818,0.7487276,0.002429022,0.001500437,0.0002981638,0.00310687,0.002810016,0.00001551444,0.000630511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009929937,"threshold_uncertainty_score":0.0277009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06168027852621697,"score_gpt":0.3803292378814264,"score_spread":0.3186489593552094,"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."}}