{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000612255,0.00006886081,0.0002481285,0.0004757353,0.00006706159,0.00002701438,0.00004655274,0.00003711865,0.00005062186],"category_scores_gemma":[0.00007579461,0.00006427758,0.00005410542,0.0001756403,0.00003614104,0.0001243286,0.000004197829,0.0001550235,0.00001026892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002825524,"about_ca_system_score_gemma":0.001612813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003577956,"about_ca_topic_score_gemma":0.008743821,"domain_scores_codex":[0.9990693,0.00006039265,0.0003754722,0.00007800097,0.0001487814,0.0002680768],"domain_scores_gemma":[0.9981914,0.00001758051,0.0002551938,0.00008630259,0.0002092838,0.001240207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001441607,0.00003370232,0.004682384,0.00006758879,0.00006165072,0.0000673532,0.0007459949,6.313412e-7,0.0001894269,0.0002141214,0.005358422,0.9885643],"study_design_scores_gemma":[0.001723525,0.002254411,0.3490704,0.0002385603,0.00004425477,0.001046071,0.001633362,0.00004744996,0.000135553,0.0001319593,0.643536,0.0001384314],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756892,0.001154859,0.0003066588,0.01709393,0.0001902579,0.0001473512,0.000009208131,0.000005759672,0.005402779],"genre_scores_gemma":[0.9930862,0.0001196366,0.0006306376,0.005537797,0.0003291024,7.213932e-7,0.000002420241,0.00001021937,0.0002832841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9884259,"threshold_uncertainty_score":0.5408822,"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."}}