{"id":"W4310598716","doi":"10.1111/odi.14445","title":"Screening of functionalized collagen membranes with a porcine periodontal regeneration model","year":2022,"lang":"en","type":"article","venue":"Oral Diseases","topic":"Periodontal Regeneration and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto","funders":"Institute of Musculoskeletal Health and Arthritis; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Health Research","keywords":"Cementum; Dental alveolus; Membrane; Dentistry; Regeneration (biology); Periodontal fiber; Calcium phosphate cement; Chemistry; Dental cementum; Calcium; Biomedical engineering; Medicine; Dentin; Biology; Cell biology; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006617725,0.0006057742,0.0002499126,0.000342146,0.0001687327,0.0002192737,0.0002663773,0.0008027779,0.001192307],"category_scores_gemma":[0.0003516859,0.0002164442,0.000448667,0.0001877751,0.0001882925,0.0002441565,0.0002068157,0.0003728699,0.0002769389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230403,"about_ca_system_score_gemma":0.0001983982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005305659,"about_ca_topic_score_gemma":0.0009211023,"domain_scores_codex":[0.9996432,0.00009944381,0.00002808207,0.00006490808,0.00009307777,0.00007120075],"domain_scores_gemma":[0.9996833,0.0001096217,0.00008512647,0.00003710539,0.00004785643,0.00003702438],"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":[0.0001635012,0.0001185702,0.0001045166,0.00004919175,0.000004156311,0.00005496022,0.00000985139,0.00008126809,0.9986047,0.00002037173,0.00001662363,0.0007724334],"study_design_scores_gemma":[0.00003957774,0.005619437,0.002442932,0.00001733683,0.00004116109,0.0002687031,0.00002968151,0.0006000525,0.9889885,0.00001850963,0.001926066,0.000007967821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888459,0.001326748,0.007802509,0.00009935503,0.00004382866,0.0002545862,0.0003022219,0.00004476929,0.001280225],"genre_scores_gemma":[0.9738385,0.001673718,0.0206134,0.0001163315,0.00001286929,0.0003157006,0.0009126379,0.00002042495,0.002496465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001192307,"threshold_uncertainty_score":0.003988624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763304096916434,"score_gpt":0.2668434729643245,"score_spread":0.2392104319951602,"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."}}