{"id":"W2090264949","doi":"10.1016/s0960-9776(13)70042-0","title":"PO29 METASTATIC BREAST CANCER IN CANADA: THE LIVED EXPERIENCE OF PATIENTS AND CAREGIVERS PRESENTED BY THE CANADIAN BREAST CANCER NETWORK","year":2013,"lang":"en","type":"article","venue":"The Breast","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Breast Cancer Network","funders":"","keywords":"Medicine; Breast cancer; Metastatic breast cancer; Cancer; Oncology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002116384,0.0001736184,0.0002607734,0.00003309231,0.0002807998,0.00003785203,0.0003343149,0.0000278975,0.0004366515],"category_scores_gemma":[0.00003243969,0.00008354728,0.00003625131,0.0002815629,0.0004194944,0.00006826642,0.00007182241,0.0004158391,0.00000165577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005123307,"about_ca_system_score_gemma":0.001319287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993088,"about_ca_topic_score_gemma":0.9913238,"domain_scores_codex":[0.9985465,0.0001604423,0.0002465199,0.0002088264,0.0003561921,0.0004814816],"domain_scores_gemma":[0.9989905,0.0001443268,0.0001316135,0.000306103,0.0001584639,0.000268945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007263905,0.00003688245,0.8886386,0.00004280167,0.0001695521,0.00000891957,0.0049403,0.0008236986,0.00005815812,0.00002005582,0.05873979,0.04644862],"study_design_scores_gemma":[0.0007466329,0.000009020796,0.9849793,0.0001709271,0.00008484881,0.0001788867,0.002410132,0.009827053,0.00000335013,0.00001327028,0.001472675,0.0001038677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9369298,0.001240553,0.000004033361,0.06032107,0.0002190081,0.0006762089,0.0003786759,0.000007279646,0.0002233834],"genre_scores_gemma":[0.9967356,0.0001746311,0.000007042704,0.002608671,0.0001047542,0.0001216904,0.00001410822,0.0000216393,0.0002119053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09634076,"threshold_uncertainty_score":0.4781028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00799752239242615,"score_gpt":0.2468303638758775,"score_spread":0.2388328414834514,"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."}}