{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008538223,0.0003075565,0.0004272173,0.0006380368,0.01520847,0.003669828,0.0009132156,0.0008716646,0.003792203],"category_scores_gemma":[0.003651624,0.000271973,0.0002865053,0.001932575,0.002711008,0.001018083,0.003563107,0.002215161,0.0003214515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04295294,"about_ca_system_score_gemma":0.07470994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9710645,"about_ca_topic_score_gemma":0.9895169,"domain_scores_codex":[0.9986651,0.0002175117,0.00003495848,0.00007079069,0.0002718889,0.0007397059],"domain_scores_gemma":[0.9961193,0.0002580835,0.0003594304,0.00004415835,0.001270324,0.001948766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002240475,0.0001879844,0.2278349,0.0002330314,0.00004991811,0.004867794,0.6918967,0.0002039371,0.0006681925,0.002198884,0.03883117,0.03280346],"study_design_scores_gemma":[0.000005841604,0.00005135954,0.07099478,0.0002236496,0.00001527186,0.001031558,0.8934665,0.00009319135,0.00008297398,0.0001707638,0.03381208,0.00005203875],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687563,0.00235519,0.0001023232,0.01043548,0.0001424096,0.00005447528,0.000760446,0.000009487615,0.01738397],"genre_scores_gemma":[0.9909219,0.00218292,0.0001325618,0.002022344,0.00003239365,0.00001985415,0.0002521258,0.00001207308,0.004423791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04295294,"threshold_uncertainty_score":0.3116469,"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."}}