{"id":"W4235870197","doi":"10.31525/ct1-nct04151342","title":"CAnadian CAncers With Rare Molecular Alterations (CARMA) - Basket Real-world Observational Study (BROS)","year":2019,"lang":"en","type":"article","venue":"Case Medical Research","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Observational study; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009182054,0.0007370773,0.0007683852,0.002336813,0.003354839,0.001632371,0.001898419,0.001007298,0.006438697],"category_scores_gemma":[0.003060052,0.0007563835,0.001264296,0.006457276,0.0006515175,0.0005578352,0.001386076,0.00143857,0.0007970649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01742842,"about_ca_system_score_gemma":0.02605514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9717948,"about_ca_topic_score_gemma":0.9838955,"domain_scores_codex":[0.9983031,0.0001465607,0.0001065308,0.0003646038,0.0005152915,0.0005639312],"domain_scores_gemma":[0.997313,0.000132079,0.0007343117,0.0002454109,0.0009626228,0.0006126694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008134535,0.0001581808,0.9602278,0.0002035271,0.000613276,0.000636282,0.0004560105,0.0001983986,0.0005994528,0.0009695801,0.02963427,0.005489701],"study_design_scores_gemma":[0.0003136286,0.00006609708,0.9876447,0.0001427845,0.0003325185,0.0006677249,0.0008484382,0.0002884921,0.0001022822,0.0001494287,0.009396861,0.00004699678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8739978,0.002720251,0.0005816377,0.00225691,0.0001136957,0.0005153944,0.1091921,0.00006882826,0.01055346],"genre_scores_gemma":[0.951462,0.001850614,0.001534478,0.001529656,0.0001201056,0.0003201451,0.03893187,0.00004850044,0.004202715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02820516,"threshold_uncertainty_score":0.1264526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155663477243816,"score_gpt":0.4780454827193263,"score_spread":0.3624791349949447,"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."}}