{"id":"W4375954640","doi":"10.1002/cpz1.774","title":"Isolation, Culture, and Transfection of Melanocytes","year":2023,"lang":"en","type":"article","venue":"Current Protocols","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Melanin; Melanosome; Biology; Melanocyte; Melanoma; Transfection; Cell biology; Cell culture; Keratinocyte; Human skin; Epidermis (zoology); Cell type; Cell; Cancer research; Anatomy; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009261861,0.00005104558,0.00005422202,0.00002619829,0.00002961892,0.00000847091,0.00003355369,0.0000391269,0.000008000851],"category_scores_gemma":[0.00001936319,0.00004472602,0.00002308153,0.00007975198,0.00002095847,0.000003158261,0.00001338013,0.00002431085,0.00000508769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000224268,"about_ca_system_score_gemma":0.00001090222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.713049e-7,"about_ca_topic_score_gemma":0.00000122271,"domain_scores_codex":[0.9996268,0.00002595515,0.0001069561,0.0001168277,0.0000597316,0.00006375452],"domain_scores_gemma":[0.9998293,0.000003214641,0.00003429909,0.00007582809,0.00003606141,0.00002129883],"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":[0.00005724946,0.00003700167,0.02046686,0.0001789473,0.00001301241,1.356638e-7,0.0001830605,0.00001042689,0.9610242,0.0005247699,0.004127889,0.01337642],"study_design_scores_gemma":[0.001017197,0.0004263944,0.02603531,0.00008346554,0.000009808707,0.000003107817,0.00005903083,0.0002159113,0.8561513,0.0005536932,0.1153125,0.0001322889],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542367,0.0004089321,0.01235904,0.00004383174,0.0002372004,0.0313483,0.00003008413,0.00005182224,0.001284072],"genre_scores_gemma":[0.9751735,0.0002528616,0.0003071422,0.00001426247,0.0002082325,0.02322125,0.0003384282,0.00001322171,0.0004711332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1111846,"threshold_uncertainty_score":0.1823874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03439623638863398,"score_gpt":0.3564252967068968,"score_spread":0.3220290603182628,"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."}}