{"id":"W2065585979","doi":"10.1016/j.soc.2005.12.009","title":"Novel Imaging Techniques in Melanoma","year":2006,"lang":"en","type":"review","venue":"Surgical Oncology Clinics of North America","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Melanoma; Positron emission tomography; Skin cancer; Cancer; Fluorodeoxyglucose; Preclinical imaging; Nuclear medicine; In vivo; Radiology; Medical physics; Cancer research; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001095342,0.001252058,0.001970481,0.005188182,0.0003246614,0.001322031,0.001207856,0.001630975,0.003238191],"category_scores_gemma":[0.001908168,0.000651393,0.0008352372,0.003500811,0.0009963367,0.00250718,0.0007852318,0.002435603,0.001973862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007410867,"about_ca_system_score_gemma":0.001106212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001799887,"about_ca_topic_score_gemma":0.003294006,"domain_scores_codex":[0.9996189,0.00007865988,0.00007539518,0.00007606149,0.0001195399,0.00003137674],"domain_scores_gemma":[0.9988897,0.0006417017,0.0001697657,0.00003445393,0.0002110851,0.00005321713],"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":[0.00006425647,0.00007374534,0.0004133696,0.01470647,0.00009402302,0.0006199959,0.00006125341,0.0003024236,0.001575518,0.001224946,0.02222096,0.9586431],"study_design_scores_gemma":[0.00005451907,0.0002114712,0.002805699,0.00824405,0.0004402369,0.01103356,0.0001288698,0.000321679,0.001452807,0.001724415,0.9735219,0.00006080245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005726668,0.999167,0.000122622,0.0001066102,0.0001228674,0.000002703625,0.000004568404,0.000004955316,0.0004113443],"genre_scores_gemma":[0.0007008574,0.9978613,0.0003761206,0.0002647224,0.0003939238,0.0000045773,0.00001453369,0.000001778196,0.0003823042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005188182,"threshold_uncertainty_score":0.01083285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03890178980197413,"score_gpt":0.382821495913665,"score_spread":0.3439197061116909,"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."}}