{"id":"W2630769605","doi":"10.1149/ma2010-01/19/1038","title":"In Vivo Near-Infrared Auto-Fluorescence Imaging of Pigmented Skin Lesions: Methods and Preliminary Clinical Results","year":2010,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Occupational Cancer Research Centre","funders":"","keywords":"In vivo; Fluorescence; Infrared; Fluorescence-lifetime imaging microscopy; Dermatology; Biomedical engineering; Pathology; Medicine; Optics; Biology; Physics","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":[0.002164864,0.001047765,0.0004599192,0.0002631656,0.0003030936,0.0003424532,0.0005308538,0.0008730398,0.003951821],"category_scores_gemma":[0.0009863122,0.000378068,0.0002904586,0.0001528338,0.0006983884,0.0007111073,0.0002307114,0.0008616458,0.001192075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001350946,"about_ca_system_score_gemma":0.0001958057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005094116,"about_ca_topic_score_gemma":0.0005499479,"domain_scores_codex":[0.9995691,0.0002539528,0.00001543524,0.00006397033,0.00005485926,0.00004263071],"domain_scores_gemma":[0.9994554,0.0002829429,0.00004152949,0.0001197659,0.0000563822,0.00004400399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008638383,0.004085443,0.002395612,0.000539345,0.00007368461,0.0006351592,0.0002118452,0.0008041112,0.922569,0.0001649388,0.0005997133,0.05928272],"study_design_scores_gemma":[0.002612239,0.06745261,0.04134724,0.0001459234,0.000563775,0.01382599,0.0002906894,0.009774532,0.8515278,0.0005174037,0.01183908,0.0001026762],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8691702,0.01335718,0.1021987,0.0006461668,0.0001853563,0.002070296,0.0008329495,0.0006378079,0.0109014],"genre_scores_gemma":[0.9391948,0.00686591,0.0447922,0.0003290552,0.0001594192,0.0009268237,0.0008552431,0.000207991,0.006668658],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003951821,"threshold_uncertainty_score":0.01322013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02370255321188058,"score_gpt":0.3497485247149952,"score_spread":0.3260459715031147,"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."}}