{"id":"W2121596598","doi":"","title":"A snapshot of waiting times for cancer surgery provided by surgeons affiliated with regional cancer centres in Ontario.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University Medical Centre","funders":"","keywords":"Medicine; Referral; General surgery; Cancer; Colorectal cancer; Surgery; Family medicine; 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":[0.0003853958,0.000239988,0.0002136756,0.001333089,0.001628676,0.0008589993,0.0007116962,0.0003454254,0.002616125],"category_scores_gemma":[0.002633086,0.0002895002,0.0003038125,0.003002922,0.0003489213,0.0004223629,0.0009008753,0.0003805516,0.0003015728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01352637,"about_ca_system_score_gemma":0.01348735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.932767,"about_ca_topic_score_gemma":0.9707036,"domain_scores_codex":[0.9991172,0.00007234836,0.00009826773,0.0001171878,0.0002465125,0.0003484618],"domain_scores_gemma":[0.9921605,0.0005223969,0.003691271,0.00009688277,0.001662363,0.001866614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001293359,0.00002791265,0.986041,0.00013536,0.00003783366,0.0003546537,0.003888581,0.0001393809,0.000537933,0.00004558178,0.002725712,0.005936498],"study_design_scores_gemma":[0.000003017961,0.00002693537,0.9961458,0.00002044084,0.000006976254,0.0000520743,0.002362458,0.00008235679,0.00002894982,0.000005881692,0.001257563,0.000007594218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850078,0.0005982089,0.0001158265,0.0006502085,0.00001206656,0.00006004756,0.01093419,0.00002951218,0.002592127],"genre_scores_gemma":[0.9944548,0.0004384427,0.000343853,0.0001305921,0.00001108911,0.00004871826,0.003361036,0.000006078257,0.001205369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06723297,"threshold_uncertainty_score":0.1352578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064412468824966,"score_gpt":0.3549088143663056,"score_spread":0.248467567483809,"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."}}