{"id":"W4231749611","doi":"10.1097/01.asw.0000508380.85110.18","title":"US Food and Drug Administration Novel Healthcare Devices and Apps: A Microreview","year":2016,"lang":"en","type":"review","venue":"Advances in Skin & Wound Care","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Food and drug administration; Health care; Administration (probate law); Drug administration; Drug; MEDLINE; Medical emergency; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001225142,0.001281664,0.0005538772,0.002427913,0.0005969651,0.002401852,0.001037019,0.003038086,0.1018208],"category_scores_gemma":[0.00121898,0.0004860117,0.0007842141,0.001162968,0.000410029,0.001783052,0.0008946391,0.002865869,0.05036334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121884,"about_ca_system_score_gemma":0.00213224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003259453,"about_ca_topic_score_gemma":0.009303919,"domain_scores_codex":[0.9992808,0.00007477446,0.00003558864,0.00006746913,0.0004472201,0.00009426495],"domain_scores_gemma":[0.9992623,0.0001250259,0.00007944536,0.00004516243,0.0003326721,0.0001553558],"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":[0.00009198242,0.0001249774,0.0001237948,0.0006049653,0.00001045714,0.0002107138,0.00002038598,0.0001105345,0.005797575,0.005069567,0.7078453,0.2799896],"study_design_scores_gemma":[0.00001959125,0.00008477948,0.0002329252,0.0002368256,0.000007396407,0.0002162803,0.000009050564,0.00007577743,0.0006830659,0.0006263908,0.9977993,0.000008710095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002842164,0.314375,0.01735366,0.08055136,0.02069766,0.00218358,0.01762402,0.008882417,0.5354902],"genre_scores_gemma":[0.0158647,0.3479542,0.02962854,0.07145958,0.009496327,0.001917739,0.01392459,0.0007082022,0.509046],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1018208,"threshold_uncertainty_score":0.3406246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04984301067448925,"score_gpt":0.4704429002299189,"score_spread":0.4205998895554297,"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."}}