{"id":"W2964608167","doi":"10.1002/ppap.201900041","title":"Functional plasma polymer films for the purification of pancreatic β cells","year":2019,"lang":"en","type":"article","venue":"Plasma Processes and Polymers","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polymer; Copolymer; Fibroblast; Adhesion; Plasma; Oxygen; Coating; Materials science; Chemical engineering; Substrate (aquarium); Selectivity; Solubility; Polymer chemistry; Chemistry; Nanotechnology; Organic chemistry; Biochemistry; Composite material; In vitro; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0000888314,0.0001227102,0.0002288962,0.00006274539,0.00007954255,0.00001621489,0.0000471586,0.00006480851,0.0008331469],"category_scores_gemma":[0.00009956198,0.00007903483,0.00005920398,0.0001721948,0.00008433683,0.00007075703,0.00001060223,0.00006198911,0.00003976848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006765858,"about_ca_system_score_gemma":0.0001374456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003119224,"about_ca_topic_score_gemma":0.000001366164,"domain_scores_codex":[0.9992613,0.000008989235,0.0002039995,0.0001899134,0.0001689452,0.0001668398],"domain_scores_gemma":[0.9988086,0.0007385935,0.0001141144,0.0001617871,0.0001029162,0.00007395251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00625752,0.0007047726,0.07732885,0.009437508,0.001630074,0.000001839225,0.002003855,0.0001535363,0.8294376,0.006295347,0.02546978,0.04127935],"study_design_scores_gemma":[0.003136104,0.0005199162,0.005468516,0.0001572384,0.0005435302,0.00002616154,0.001646749,0.005755363,0.9718207,0.00004042384,0.01069325,0.0001920172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902077,0.003487141,0.000214555,0.0009593001,0.0003498247,0.0005228697,0.00004627573,0.00003022633,0.004182114],"genre_scores_gemma":[0.9856344,0.0002977288,0.0002270936,0.0003157179,0.00008083316,0.00007879885,0.00004572993,0.00001605735,0.01330362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1423832,"threshold_uncertainty_score":0.9122375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549917530747735,"score_gpt":0.2287440950033023,"score_spread":0.213244919695825,"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."}}