{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001149139,0.0005836208,0.0009678566,0.001296645,0.001160535,0.001071978,0.001196572,0.0007490213,0.008584999],"category_scores_gemma":[0.0007090727,0.000776229,0.0007489363,0.001203834,0.000529537,0.0004429017,0.0008030272,0.001807542,0.009181448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005525711,"about_ca_system_score_gemma":0.0009429775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001325141,"about_ca_topic_score_gemma":0.002956192,"domain_scores_codex":[0.9983778,0.0002616881,0.0002594148,0.0003363638,0.0005300298,0.000234712],"domain_scores_gemma":[0.9996518,0.00006197774,0.00003773936,0.0001095222,0.00007540277,0.00006352366],"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":[0.0002027819,0.0001340011,0.0003204452,0.0005989983,0.00002874325,0.0001961003,0.0002393382,0.0004146349,0.9766042,0.002840682,0.005317351,0.01310277],"study_design_scores_gemma":[0.0001086761,0.0003610695,0.003091562,0.0001274943,0.00008605645,0.0006163433,0.0001094349,0.002232751,0.6918104,0.0006458274,0.3007555,0.00005491805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2518832,0.02270074,0.477794,0.001695773,0.002836916,0.02210976,0.09594454,0.009471117,0.115564],"genre_scores_gemma":[0.3637066,0.02086145,0.3394419,0.001328956,0.0004388891,0.02189014,0.1400503,0.002157897,0.1101237],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008584999,"threshold_uncertainty_score":0.02871972,"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."}}