{"id":"W2802487066","doi":"10.2316/j.2010.216.680-0041","title":"Noninvasive Sensing of Skin Cancer for Early Diagnosis using Cathespin L","year":2010,"lang":"en","type":"article","venue":"Mechatronic systems and control","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Medicine; Skin cancer; Dermatology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004796667,0.0003982649,0.0003206781,0.0008165038,0.0002371932,0.0007206461,0.0003321116,0.0007951311,0.003434937],"category_scores_gemma":[0.0007676548,0.0003307223,0.0002905861,0.0004590004,0.0003046949,0.0005434847,0.0005044677,0.0005701961,0.001169359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001573963,"about_ca_system_score_gemma":0.0002106807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005169033,"about_ca_topic_score_gemma":0.001496912,"domain_scores_codex":[0.9996113,0.000110444,0.00001542521,0.00007551414,0.0001561557,0.00003129611],"domain_scores_gemma":[0.99963,0.0001459304,0.00006144179,0.00004926226,0.00008776212,0.00002565279],"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":[0.0005052212,0.00005609849,0.008363068,0.0003771621,0.00003965732,0.0002667595,0.00009800812,0.0002859259,0.916442,0.0004051232,0.002014409,0.07114654],"study_design_scores_gemma":[0.0001009815,0.001679573,0.04143691,0.0002118755,0.0002177242,0.006528487,0.0004505133,0.02723731,0.9028175,0.0009799312,0.01821222,0.000126944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6423291,0.04280684,0.2803015,0.002136842,0.0007677849,0.0002556582,0.001740285,0.003569738,0.02609231],"genre_scores_gemma":[0.8722817,0.005025423,0.1107327,0.001006486,0.0001710175,0.0001174645,0.0004036968,0.0001474352,0.01011402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003434937,"threshold_uncertainty_score":0.011491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066877793715744,"score_gpt":0.3090796944876139,"score_spread":0.2984109165504565,"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."}}