{"id":"W4244394440","doi":"10.3410/f.732015596.793561582","title":"Faculty Opinions recommendation of Precise laser poration to control drug delivery into and through human nail.","year":2019,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mediprobe Research (Canada); Research Canada","funders":"","keywords":"Nail (fastener); Medicine; Medical physics; Dentistry; Engineering; Mechanical engineering","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":[0.001425348,0.002536015,0.001516562,0.002327971,0.0006857543,0.00227463,0.002743046,0.003213301,0.07989565],"category_scores_gemma":[0.007383027,0.0006219681,0.00221274,0.002369582,0.0003533119,0.001182862,0.001549428,0.001593409,0.0967241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001505069,"about_ca_system_score_gemma":0.002703086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01848014,"about_ca_topic_score_gemma":0.04914942,"domain_scores_codex":[0.9989033,0.0001619819,0.0001249504,0.0003417046,0.0003209215,0.0001472224],"domain_scores_gemma":[0.9974208,0.000812015,0.0002773798,0.0005974663,0.0006358923,0.000256508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001487107,0.00004306764,0.001037212,0.001409142,0.0000576251,0.00001981691,0.000008116454,0.0003162488,0.0002236715,0.0001945628,0.9905092,0.006032589],"study_design_scores_gemma":[0.0007487927,0.00007640458,0.00658583,0.00087602,0.000160261,0.0001250135,0.00004423717,0.00222951,0.001569304,0.001629181,0.9858987,0.00005683828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002738854,0.0002987943,0.0001950243,0.0001840372,0.00008295699,0.00003162882,0.9966896,0.0008219701,0.001422132],"genre_scores_gemma":[0.0009466313,0.0002319508,0.0008087281,0.0001802461,0.0000195933,0.00009092276,0.9958923,0.00009024272,0.001739354],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07989565,"threshold_uncertainty_score":0.2672775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02977998306062423,"score_gpt":0.372370225162158,"score_spread":0.3425902421015337,"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."}}