{"id":"W3134010398","doi":"10.1186/s12885-021-07923-4","title":"Real world duration of curative intent breast, colorectal, non-small cell lung, and prostate cancer treatment","year":2021,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Breast cancer; Colorectal cancer; Oncology; Radiation therapy; Internal medicine; Surgical oncology; Stage (stratigraphy); Prostate cancer; Prostate; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001553046,0.00006860162,0.0001781128,0.0005599788,0.0001940971,0.0005127088,0.0003193731,0.0001946657,0.002526735],"category_scores_gemma":[0.006382754,0.00007468859,0.0003528003,0.0009327209,0.0002037405,0.0004160767,0.000265135,0.000301969,0.0001820806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007527092,"about_ca_system_score_gemma":0.000750408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001976047,"about_ca_topic_score_gemma":0.003692465,"domain_scores_codex":[0.9986166,0.0004180698,0.0003646854,0.0001973811,0.0003072621,0.00009602025],"domain_scores_gemma":[0.9898094,0.00243276,0.006629526,0.0001929528,0.0005437227,0.0003916713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003102032,0.00003713055,0.9766929,0.0005695522,0.0001399954,0.0001125947,0.0001548578,0.0002595607,0.000458678,0.0001026303,0.000738607,0.02042326],"study_design_scores_gemma":[0.00001565176,0.0002465929,0.9909347,0.0002085827,0.0001021675,0.001438438,0.0003613643,0.0001397135,0.0003164909,0.00005846954,0.006169736,0.000008100287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614885,0.02721241,0.0007361901,0.0008068667,0.00005922699,0.00005556162,0.00544301,0.00001783912,0.004180243],"genre_scores_gemma":[0.99404,0.003611114,0.0003740118,0.0001627733,0.00005642373,0.00006064037,0.001483518,0.000003915545,0.0002076665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002526735,"threshold_uncertainty_score":0.008452773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04847340230431976,"score_gpt":0.3372326999034186,"score_spread":0.2887592975990989,"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."}}