{"id":"W4401979155","doi":"10.3390/curroncol31080353","title":"Impact of Location of Residence and Distance to Cancer Centre on Medical Oncology Consultation and Neoadjuvant Chemotherapy for Triple-Negative and HER2-Positive Breast Cancer","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Oncology; Internal medicine; Cancer; Triple-negative breast cancer; Stage (stratigraphy); Population; Cohort; Odds ratio; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007394187,0.0001589158,0.0003278849,0.0004270585,0.0008841201,0.001119687,0.0008311543,0.0004490007,0.003236426],"category_scores_gemma":[0.01040748,0.0001948092,0.0008203092,0.001565418,0.0006090428,0.0004536473,0.001145937,0.0006123745,0.00022285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004821986,"about_ca_system_score_gemma":0.005422987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6284435,"about_ca_topic_score_gemma":0.7542461,"domain_scores_codex":[0.9984552,0.0005286699,0.0001115362,0.0002723177,0.0002646181,0.0003676803],"domain_scores_gemma":[0.9940686,0.001514807,0.002135247,0.000257347,0.0005931358,0.001430811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001001092,0.00001527763,0.996644,0.00003035823,0.00009489042,0.0001197444,0.0002727094,0.000277954,0.00004684872,0.00005862286,0.0004995929,0.001839936],"study_design_scores_gemma":[0.000004771229,0.00002347803,0.9982194,0.00003000281,0.00004046956,0.00008977066,0.0006426544,0.0002921477,0.00001718579,0.00002331421,0.0006097132,0.000006920976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942521,0.0009844127,0.000123465,0.0007916223,0.00003238143,0.00001378083,0.001699374,0.000007549813,0.002095317],"genre_scores_gemma":[0.9989261,0.000169462,0.0000627941,0.00005079996,0.00001000326,0.000007177719,0.0004843074,0.00000496447,0.0002844221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6284435,"threshold_uncertainty_score":0.7474893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02591357778762735,"score_gpt":0.4130160294992979,"score_spread":0.3871024517116705,"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."}}