{"id":"W2775381355","doi":"10.1002/btm2.10083","title":"Ionic liquids for addressing unmet needs in healthcare","year":2017,"lang":"en","type":"review","venue":"Bioengineering & Translational Medicine","topic":"Ionic liquids properties and applications","field":"Chemical Engineering","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Health care; Ionic liquid; Medical education; Nursing; Psychology; Medicine; Political science; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004007152,0.0005310387,0.001499565,0.00051157,0.0001633688,0.00002855662,0.0005251886,0.0004485968,0.00005002194],"category_scores_gemma":[0.0001670329,0.000432344,0.0003372649,0.0003772441,0.00009409816,0.0001093164,0.00003114518,0.0005931887,0.00001341028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065814,"about_ca_system_score_gemma":0.0002514822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007650597,"about_ca_topic_score_gemma":0.000005919276,"domain_scores_codex":[0.9976538,0.00002342829,0.001047112,0.0004286435,0.0003166838,0.0005303634],"domain_scores_gemma":[0.9986744,0.0003502411,0.0002060829,0.0005402239,0.00008627526,0.0001427925],"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":[0.00002212566,0.00004413889,0.000001102949,0.03211834,0.0001650437,0.000004649553,0.0002132209,0.00162587,0.000105138,0.02662504,0.0002515978,0.9388238],"study_design_scores_gemma":[0.000655648,0.00006991186,0.000002697279,0.02347734,0.0002233651,0.00001783775,0.000008033374,0.009483246,0.000008550624,0.0001032934,0.9654909,0.0004591726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003001842,0.9772298,0.01814902,0.002506529,0.000500988,0.001116112,0.0001394753,0.0001654188,0.0001897126],"genre_scores_gemma":[0.001845287,0.9924574,0.001525547,0.00005260111,0.001385464,0.001024938,0.0009744241,0.0001713191,0.0005629805],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9652393,"threshold_uncertainty_score":0.9998128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2197671466375833,"score_gpt":0.4086054933523289,"score_spread":0.1888383467147455,"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."}}