{"id":"W4239397925","doi":"10.3410/f.732123576.793561583","title":"Faculty Opinions recommendation of Enhancement of tioconazole ungual delivery: Combining nanocapsule formulation and nail poration approaches.","year":2019,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Pineapple and bromelain studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mediprobe Research (Canada); Research Canada","funders":"","keywords":"Nail (fastener); Dermatology; Medicine; Materials science","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":[0.0007349386,0.0003125828,0.0005889622,0.0001379948,0.0001213812,0.00003194571,0.0004574743,0.0004468597,0.00004017774],"category_scores_gemma":[0.0009261755,0.0002227393,0.0002455215,0.0005107536,0.0001825613,0.00004604289,0.0004254899,0.0002678886,0.000004815529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003185201,"about_ca_system_score_gemma":0.000237149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002177389,"about_ca_topic_score_gemma":0.00000462457,"domain_scores_codex":[0.9975932,0.0001596763,0.001011912,0.0004520782,0.0005952968,0.0001877899],"domain_scores_gemma":[0.9957111,0.00003287966,0.001267872,0.0006675499,0.002239078,0.00008145129],"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":[0.00002126644,0.0002117292,0.00001075842,0.00395266,0.0001749394,2.292518e-8,0.00008672278,3.506245e-7,0.0003339615,0.0001212237,0.9930263,0.002060051],"study_design_scores_gemma":[0.0007019247,0.0002650682,0.0005610407,0.002039754,0.0001248357,0.000006337159,0.0000755048,0.00002215666,0.001963314,0.0000102249,0.9940182,0.0002116613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008156055,0.002315249,0.0001607315,0.01331022,0.0002967783,0.001045929,0.9827374,0.000005316056,0.00004686627],"genre_scores_gemma":[0.001249587,0.000905645,0.0005090136,0.0005995395,0.0001166388,0.0001100412,0.9961908,0.00001398806,0.0003047251],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01345347,"threshold_uncertainty_score":0.9083045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04523306347493906,"score_gpt":0.3282623323804806,"score_spread":0.2830292689055415,"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."}}