{"id":"W4396590847","doi":"10.1158/1538-7445.sabcs23-po1-16-12","title":"Abstract PO1-16-12: The McPeak-Sirois Group Breast Metastases Registry","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal; Université Laval; Centre hospitalier universitaire de Québec; Hôpital du Saint-Sacrement","funders":"","keywords":"Medicine; Internal medicine; Oncology","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":[0.003371844,0.0004443583,0.000542445,0.001962772,0.001016299,0.001240342,0.001432458,0.0005613519,0.01761056],"category_scores_gemma":[0.00531787,0.0002788079,0.0002593164,0.003055387,0.0002977026,0.0005805995,0.001021875,0.0006806815,0.008534746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006814024,"about_ca_system_score_gemma":0.01831145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4890179,"about_ca_topic_score_gemma":0.5523593,"domain_scores_codex":[0.9983879,0.0003832003,0.0001714592,0.0002980027,0.0005011386,0.0002581587],"domain_scores_gemma":[0.9912075,0.0006856817,0.001207482,0.0007565866,0.003285461,0.002857258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004695432,0.0003297527,0.3445525,0.0007122471,0.000139597,0.0004521226,0.0003530973,0.0007923965,0.001698501,0.001725922,0.5776451,0.06690342],"study_design_scores_gemma":[0.001387902,0.0004548835,0.7014304,0.0005506471,0.00008577793,0.0003646447,0.0004355951,0.001406129,0.0009689871,0.0002437606,0.2926037,0.00006758828],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1220298,0.001813831,0.002991379,0.002830959,0.0001724807,0.006487323,0.8205194,0.0006384859,0.04251639],"genre_scores_gemma":[0.3718177,0.001193046,0.00686851,0.001906257,0.0002676587,0.006816264,0.5712653,0.0002526662,0.03961255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4890179,"threshold_uncertainty_score":0.9723431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215819075740569,"score_gpt":0.4722868700741279,"score_spread":0.350704962500071,"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."}}