{"id":"W4238419617","doi":"10.1177/229255031402200306","title":"Current biopsy practices for suspected melanoma: A survey of family physicians in Southwestern Ontario","year":2014,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto; Western University","funders":"","keywords":"Medicine; Family medicine; Dermatology; Biopsy; General surgery; Pathology","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":[0.0004173937,0.0001505528,0.0001645856,0.0004691693,0.001051428,0.0004901834,0.0004697024,0.0003175769,0.001505837],"category_scores_gemma":[0.00181357,0.0002062279,0.0001620914,0.001057676,0.0005220113,0.0002875915,0.000342277,0.000212289,0.0001639858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005984056,"about_ca_system_score_gemma":0.005083854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8714839,"about_ca_topic_score_gemma":0.9311317,"domain_scores_codex":[0.9993784,0.00007562633,0.00005748746,0.00008787478,0.0002464817,0.0001540447],"domain_scores_gemma":[0.9976139,0.0002923073,0.0008925124,0.00004979411,0.0005227063,0.0006288581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002282498,0.0000168737,0.9948857,0.00002517341,0.000008335788,0.0001621096,0.002190809,0.00002287327,0.0002671007,0.000009610331,0.0003978963,0.001990661],"study_design_scores_gemma":[0.00000229386,0.00002682826,0.9973158,0.00001602956,0.000004191274,0.00007749678,0.002049866,0.00007646363,0.00002665713,0.000003510621,0.0003985804,0.000002121605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982673,0.0002419351,0.00003110764,0.0002487263,0.00000290104,0.00001517843,0.0003671878,0.000003767647,0.0008219508],"genre_scores_gemma":[0.9991475,0.0002481522,0.00007032461,0.00009609641,0.000003162286,0.000008589936,0.0001457217,0.000001119589,0.0002791767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1285161,"threshold_uncertainty_score":0.2585458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05753145910643383,"score_gpt":0.29013052762972,"score_spread":0.2325990685232862,"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."}}