{"id":"W2535637826","doi":"10.1016/j.ijrobp.2015.07.1114","title":"A Slippery Slope? Declining Radiation Oncology Referral Rates in Alberta for High-Risk Prostate Cancer Between 2005 and 2012","year":2015,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Prostate cancer; Referral; Prostatectomy; Androgen deprivation therapy; Radiation oncologist; Internal medicine; Radiation therapy; Guideline; Prostate-specific antigen; Cancer; Disease; Family medicine; Pathology","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":[0.0009437042,0.0001779749,0.0002975761,0.00124736,0.001441827,0.001588306,0.001989882,0.001117517,0.002316492],"category_scores_gemma":[0.003790941,0.0003233674,0.0003938394,0.003701039,0.0009908425,0.0007651501,0.00130355,0.001366137,0.0002657647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02139966,"about_ca_system_score_gemma":0.03077445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9846272,"about_ca_topic_score_gemma":0.9942155,"domain_scores_codex":[0.9989405,0.00008335195,0.00006523466,0.0001199141,0.0002714976,0.0005194921],"domain_scores_gemma":[0.9971157,0.000169661,0.0007715105,0.00007787422,0.0009772381,0.0008879704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001269767,0.00004870632,0.9851436,0.00003003366,0.00002851897,0.0001589412,0.001107221,0.0002310163,0.0001362462,0.0002663291,0.004267354,0.008455052],"study_design_scores_gemma":[0.000004421458,0.00001255507,0.994125,0.00004093412,0.00001622694,0.00007585382,0.0037671,0.0002159996,0.00004857399,0.00004118432,0.001644332,0.00000785206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821464,0.002004453,0.0001499851,0.00756422,0.00008843368,0.0000209358,0.003255502,0.00004020105,0.004729823],"genre_scores_gemma":[0.9945992,0.0005984595,0.0001387178,0.000822301,0.00002082033,0.000006719465,0.001217066,0.00001093931,0.002585641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02139966,"threshold_uncertainty_score":0.1552662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08003554429487629,"score_gpt":0.4146526841877209,"score_spread":0.3346171398928446,"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."}}