{"id":"W3156256938","doi":"10.1016/j.jid.2021.02.329","title":"307 Melanoma survival in Canada: A national population-based study elucidating healthcare and socioeconomic barriers affecting patient care","year":2021,"lang":"en","type":"article","venue":"Journal of Investigative Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Ottawa","funders":"","keywords":"Socioeconomic status; Demography; Cancer registry; Medicine; Incidence (geometry); Health care; Per capita; Population; Cancer; Skin cancer; Public health; Mortality rate; Gerontology; Environmental health; Internal medicine; Pathology; Economic growth","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":[0.0005119845,0.0004234767,0.0005960839,0.001676894,0.004172255,0.001992918,0.001459922,0.001014634,0.002378528],"category_scores_gemma":[0.001849766,0.0005324148,0.001062373,0.006346595,0.0007457983,0.0006992845,0.001153443,0.001398639,0.0004162726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02334646,"about_ca_system_score_gemma":0.03182361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890587,"about_ca_topic_score_gemma":0.993576,"domain_scores_codex":[0.9988045,0.00008272303,0.00007905729,0.0001747935,0.0003117481,0.0005472398],"domain_scores_gemma":[0.9979153,0.00008619516,0.0004186449,0.00006672903,0.0008959131,0.000617272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004223915,0.00005531134,0.9976382,0.00001380467,0.00004166014,0.00005915671,0.0003326996,0.00002985135,0.0000438596,0.00004404033,0.0005570694,0.001142203],"study_design_scores_gemma":[0.000006779131,0.00002293584,0.997677,0.00002690578,0.00002913023,0.00006196672,0.001522404,0.000138448,0.00001917272,0.00002445346,0.000461245,0.000009579548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926422,0.000626112,0.00006214022,0.0003962035,0.00001426858,0.00004517803,0.004215907,0.000008478877,0.001989441],"genre_scores_gemma":[0.9970238,0.0003742579,0.0001011009,0.0001895025,0.000007718995,0.00001879285,0.001563686,0.000005128849,0.0007159802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02334646,"threshold_uncertainty_score":0.1693912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615859213647869,"score_gpt":0.2634424172999665,"score_spread":0.2472838251634878,"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."}}