{"id":"W2119010641","doi":"10.1007/bf03403677","title":"Family Physician Visits and Early Recognition of Melanoma","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Cancer Care Nova Scotia; Dalhousie University","funders":"Dalhousie University; Nova Scotia Health Research Foundation","keywords":"Medicine; Melanoma; Incidence (geometry); Logistic regression; Family history; Public health; Family medicine; Primary care physician; Internal medicine; Pediatrics; Dermatology; Primary care; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006707963,0.0002924856,0.0004674869,0.001945935,0.0008370676,0.000997829,0.0006108758,0.002200693,0.006908554],"category_scores_gemma":[0.01488672,0.0003828247,0.0005912373,0.001396355,0.0003745247,0.0009751929,0.0004087033,0.002536267,0.0002982086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044451,"about_ca_system_score_gemma":0.001996368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07094909,"about_ca_topic_score_gemma":0.0807087,"domain_scores_codex":[0.9990498,0.0002911619,0.00008097931,0.00007487154,0.0002461383,0.0002569044],"domain_scores_gemma":[0.9906728,0.003547148,0.003064831,0.0002243107,0.0008608599,0.001630039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002163519,0.0001758913,0.9872672,0.00005773233,0.00004917425,0.002124599,0.0001571509,0.00007817301,0.0001139706,0.0000777172,0.001718742,0.007963286],"study_design_scores_gemma":[0.00001634638,0.0001182821,0.9906771,0.0001385716,0.00006259071,0.007115658,0.0006186171,0.0003961842,0.00004931023,0.0001108655,0.000682836,0.00001366916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635364,0.01334083,0.0001733851,0.007055361,0.0003306486,0.00002954584,0.0006466773,0.00003281192,0.01485419],"genre_scores_gemma":[0.997006,0.001682951,0.0001484093,0.0003023311,0.0002216498,0.000005036105,0.0001575869,0.000002840966,0.0004731286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9290509,"threshold_uncertainty_score":0.1410722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0436937545431515,"score_gpt":0.2697689670777966,"score_spread":0.2260752125346451,"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."}}