{"id":"W2972432414","doi":"10.1016/j.athoracsur.2019.07.092","title":"International Collaboration to Improve Outcomes in Cardiac Sarcomas","year":2019,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Cardiac tumors and thrombi","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Chemotherapy; Referral; Excellence; Surgery; General surgery; Internal medicine; Family medicine","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":[0.001593744,0.0002808133,0.001406263,0.000562731,0.00002381011,0.00004073658,0.0002232587,0.0003155809,0.0001061873],"category_scores_gemma":[0.0007356674,0.0002002022,0.0007626286,0.000407359,0.00005743686,0.0000921488,0.0001340505,0.0007148272,0.0001398093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000620602,"about_ca_system_score_gemma":0.0002795146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001762539,"about_ca_topic_score_gemma":0.000004913061,"domain_scores_codex":[0.9976773,0.0002563867,0.0006329663,0.0003517358,0.0007347547,0.0003468677],"domain_scores_gemma":[0.9970892,0.00128138,0.0003281602,0.0008320695,0.0004190816,0.00005009901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002153135,0.00004519536,0.03428854,0.000211984,0.0003817012,0.0001043714,0.0001330105,0.000003379923,0.0004319385,0.000006735482,0.9560899,0.008087978],"study_design_scores_gemma":[0.00008366594,0.00006051659,0.03255617,0.0004609785,0.000128366,0.00001041522,0.00009002545,0.000007088687,0.005916621,0.0001158102,0.9602795,0.000290904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1713146,0.0005162518,0.000003280194,0.8183361,0.004818298,0.0007782015,0.0004324306,0.00002746448,0.003773349],"genre_scores_gemma":[0.2394677,0.0007070302,0.0000579712,0.7370972,0.005566857,0.0001373189,0.0009464223,0.0001313342,0.01588816],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0812389,"threshold_uncertainty_score":0.8164009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06013302994035459,"score_gpt":0.3839641391385467,"score_spread":0.3238311091981921,"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."}}