{"id":"W4220929390","doi":"10.1158/1538-7445.sabcs21-p2-01-02","title":"Abstract P2-01-02: A whole blood assay to identify breast cancer: Interim analysis of the international identify breast cancer (IDBC) study evidence supporting the Syantra DX breast cancer test","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; Alberta Cancer Foundation","funders":"","keywords":"Breast cancer; Medicine; Cancer; Mammography; Internal medicine; Oncology; Blood test; Asymptomatic; Interim analysis; Interim; Clinical trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02227026,0.001366296,0.001454061,0.0005281178,0.0004586732,0.00216426,0.001369049,0.001089967,0.002844585],"category_scores_gemma":[0.01900279,0.0005063899,0.001813193,0.0006822232,0.0004867379,0.0009157002,0.0007528518,0.001881602,0.001222625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004819691,"about_ca_system_score_gemma":0.0009423196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008081817,"about_ca_topic_score_gemma":0.0008969834,"domain_scores_codex":[0.9929951,0.004041656,0.0003692402,0.0009381442,0.001420497,0.0002354512],"domain_scores_gemma":[0.9854445,0.005432107,0.002825608,0.00249631,0.0028787,0.000922771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1763374,0.003620872,0.6930358,0.001243992,0.009658705,0.0002635302,0.0002391572,0.002823341,0.01489042,0.0004276166,0.01421366,0.08324547],"study_design_scores_gemma":[0.009432502,0.08957895,0.8332865,0.0004653279,0.0153843,0.001580005,0.000226721,0.009267164,0.02125619,0.0006942252,0.01868927,0.0001389588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455702,0.00862308,0.01369124,0.001333458,0.000455839,0.00237125,0.01950516,0.0004949974,0.007954866],"genre_scores_gemma":[0.9587827,0.001152485,0.008442864,0.0009639342,0.0002591635,0.001534094,0.02562649,0.0001334395,0.003104844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02227026,"threshold_uncertainty_score":0.1177778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07178420171157927,"score_gpt":0.4481190436740948,"score_spread":0.3763348419625155,"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."}}