{"id":"W2970611541","doi":"10.1177/1203475419870177","title":"Is Access to Care Associated With Stage at Presentation and Survival for Melanoma Patients?","year":2019,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; McMaster University; Queen's University; Northeast Cancer Centre","funders":"Ontario Institute for Cancer Research; Cancer Care Ontario","keywords":"Medicine; Presentation (obstetrics); Stage (stratigraphy); Melanoma; Oncology; Dermatology; Surgery; Cancer research","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003476744,0.0001030068,0.0001981241,0.0006513036,0.0004282917,0.0005795943,0.0003874337,0.0003600288,0.002897213],"category_scores_gemma":[0.003119983,0.0001112482,0.0003791999,0.001312239,0.0004650151,0.0003362882,0.0004687298,0.000510059,0.0001375641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001240329,"about_ca_system_score_gemma":0.001239864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1451011,"about_ca_topic_score_gemma":0.2215841,"domain_scores_codex":[0.9996131,0.00005904357,0.00003438962,0.00006860522,0.00008373468,0.0001410533],"domain_scores_gemma":[0.9972199,0.0003191408,0.001559514,0.00007842002,0.0002326783,0.0005903614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002005194,0.000004747738,0.9991678,0.000005000466,0.00001533121,0.00002721618,0.00003196426,0.0000146894,0.00002400624,0.00000968088,0.00006924716,0.000610378],"study_design_scores_gemma":[0.000001594058,0.000008372114,0.9996445,0.000006392517,0.00000715133,0.00006336643,0.00008840063,0.00004995665,0.000005729784,0.00001911718,0.0001039985,0.000001421345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968057,0.0007705283,0.0000573018,0.0006168652,0.00000934342,0.000005761065,0.0007288905,0.000003139705,0.001002552],"genre_scores_gemma":[0.9995236,0.0001705547,0.0000199641,0.00003617542,0.000009879281,0.000001851695,0.0001799257,6.803402e-7,0.00005735753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1451011,"threshold_uncertainty_score":0.288513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865771613647214,"score_gpt":0.2929622526051166,"score_spread":0.2643045364686445,"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."}}