{"id":"W1826222663","doi":"10.1111/j.1600-0781.2012.00660.x","title":"Differentiation of <scp>HaCaT</scp> cell and melanocyte from their malignant counterparts using micro‐<scp>R</scp>aman spectroscopy guided by confocal imaging","year":2012,"lang":"en","type":"article","venue":"Photodermatology Photoimmunology & Photomedicine","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research","keywords":"HaCaT; Confocal; Melanoma; Skin cancer; Cell culture; Cancer cell; In vivo; Pathology; Cell; Cancer; Chemistry; Cancer research; Medicine; Biology; Internal medicine; Optics; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001620814,0.0001898052,0.00008207384,0.0002200077,0.000144693,0.0001810172,0.0001560346,0.0001983364,0.0007889062],"category_scores_gemma":[0.0001394026,0.00008581854,0.0001351919,0.0001262937,0.0001938698,0.0001652376,0.0001196113,0.0002871499,0.0003509125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001719503,"about_ca_system_score_gemma":0.000175275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008098068,"about_ca_topic_score_gemma":0.002186462,"domain_scores_codex":[0.999908,0.000008927504,0.000008804934,0.00002417867,0.0000342313,0.00001583314],"domain_scores_gemma":[0.999842,0.00004144994,0.0000302845,0.00002049281,0.00004958614,0.00001615202],"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":[0.00001304924,0.000004496419,0.0001547253,0.00001088273,8.190634e-7,0.00002203454,0.0000108258,0.0000160105,0.999285,0.0000426916,0.00001400743,0.0004253902],"study_design_scores_gemma":[0.000002176333,0.00004936564,0.003516841,0.000002602775,0.000003952018,0.0002082236,0.00002278515,0.0008677907,0.9946549,0.00003338711,0.0006347058,0.000003311224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861813,0.0003474125,0.0108661,0.0000735611,0.0000140231,0.00004374108,0.0002426249,0.00009951754,0.002131848],"genre_scores_gemma":[0.9696429,0.0004436299,0.02758036,0.00004354147,0.000004940127,0.00006919027,0.0005055109,0.00003515405,0.001674765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008098068,"threshold_uncertainty_score":0.002639115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028105047806954,"score_gpt":0.2777172339007205,"score_spread":0.267436183422651,"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."}}