{"id":"W2887121914","doi":"10.1158/1538-7445.am2018-1206","title":"Abstract 1206: Patterns of BRAF testing and treatment in patients with metastatic melanoma presumed BRAF positive","year":2018,"lang":"en","type":"article","venue":"Cancer Research","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Melanoma; Metastatic melanoma; Internal medicine; Mutation; Oncology; Cancer research; Biology","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":[0.0006116664,0.0001353781,0.0002245923,0.0009634758,0.0003429269,0.0006405947,0.0005092759,0.0003179835,0.003108498],"category_scores_gemma":[0.003870882,0.0001630276,0.0003491289,0.001883134,0.0002003143,0.0004418053,0.0005023166,0.0004491983,0.0004676155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006776203,"about_ca_system_score_gemma":0.0005359253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009126582,"about_ca_topic_score_gemma":0.01105949,"domain_scores_codex":[0.9991729,0.0001405003,0.0001546041,0.0002404104,0.0001884665,0.0001031598],"domain_scores_gemma":[0.996176,0.0004278421,0.002713794,0.0001172388,0.00026659,0.0002984874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008390358,0.00002127915,0.9980631,0.000014738,0.00001577106,0.00007367365,0.00004888777,0.00002869072,0.0001016828,0.00002308859,0.0003618459,0.0011633],"study_design_scores_gemma":[0.000008922663,0.00005890688,0.9982134,0.00002095528,0.00001110162,0.0006263891,0.0002244213,0.0002659311,0.0001020409,0.00003341039,0.0004302652,0.000004231619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995131,0.0002654456,0.00007229705,0.0001477346,0.000004462215,0.00001474932,0.00334494,0.000006067165,0.001013368],"genre_scores_gemma":[0.9978327,0.00009659746,0.00009528487,0.00006341756,0.000008070032,0.00001007751,0.001757494,0.000002921144,0.0001334682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009126582,"threshold_uncertainty_score":0.01814693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05028103803597944,"score_gpt":0.3394714339502016,"score_spread":0.2891903959142221,"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."}}