{"id":"W4242003663","doi":"10.1201/9781003075424-4","title":"Dermal Penetration","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Penetration (warfare); Engineering; Operations research","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":[0.0002352428,0.000887616,0.0006529485,0.0009395831,0.0008946101,0.002443194,0.0009122312,0.001212538,0.09886979],"category_scores_gemma":[0.0003891182,0.0003666813,0.0006020333,0.0006973443,0.0004067088,0.001824909,0.001607455,0.001548745,0.05940405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007102347,"about_ca_system_score_gemma":0.0005967441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008352312,"about_ca_topic_score_gemma":0.001427724,"domain_scores_codex":[0.9995623,0.00004100974,0.00001858251,0.00008556788,0.0002523807,0.00004008991],"domain_scores_gemma":[0.9998686,0.00003180156,0.000009798762,0.00001416334,0.00006152401,0.00001416625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009739521,0.0001213196,0.00029629,0.004051054,0.00003299165,0.001210728,0.0006907214,0.0005801862,0.110749,0.04116384,0.1429925,0.698014],"study_design_scores_gemma":[0.00000458145,0.00006579609,0.0002882194,0.0003641575,0.000009372594,0.001941173,0.0001395517,0.0001342092,0.01220388,0.002275141,0.9825624,0.0000115333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006116497,0.1318002,0.01892312,0.002134767,0.002361713,0.0003574938,0.001663025,0.001059843,0.8355833],"genre_scores_gemma":[0.04073416,0.1059866,0.01077136,0.002510162,0.0003404296,0.0002615866,0.00131028,0.0003634185,0.837722],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09886979,"threshold_uncertainty_score":0.3307524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353287660559521,"score_gpt":0.2549358881731301,"score_spread":0.2314030115675348,"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."}}