{"id":"W4391315151","doi":"10.3390/polym16030352","title":"Polymers and Biomaterials for Posterior Lamella of the Eyelid and the Lacrimal System","year":2024,"lang":"en","type":"review","venue":"Polymers","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Queen's University; Centre Hospitalier Universitaire Sainte-Justine; McGill University; Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Eyelid; Decellularization; Nanotechnology; Medicine; Tissue engineering; Materials science; Biomedical engineering; Surgery","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":[0.0003368657,0.0003252783,0.001500471,0.00008285927,0.00007853581,0.00005367775,0.0001426124,0.000193825,0.00001781983],"category_scores_gemma":[0.0000311875,0.0001427324,0.0005169786,0.0001352799,0.0002961407,0.00002106863,0.0001405832,0.00009233228,0.000007503857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003325853,"about_ca_system_score_gemma":0.0001805992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001653239,"about_ca_topic_score_gemma":0.000005240772,"domain_scores_codex":[0.9986486,0.0001548679,0.0004903033,0.0002993547,0.0001720977,0.0002347271],"domain_scores_gemma":[0.9990797,0.0001687069,0.0002432885,0.0004107447,0.00002284705,0.00007468514],"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":[0.0003801087,0.00002084904,0.0000309352,0.1679397,0.002183419,0.0000240619,0.0007436827,3.553087e-9,0.001373317,0.002229918,0.0001643909,0.8249096],"study_design_scores_gemma":[0.002262092,0.0002151146,0.00002244835,0.04178583,0.02002572,0.0004049819,0.001312612,0.000006573425,0.001490418,0.000007235283,0.9320524,0.0004146089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004781362,0.9913036,7.174172e-7,0.0006235681,0.0007784303,0.001723136,0.00024456,0.0000303419,0.0005142998],"genre_scores_gemma":[0.006437539,0.9914832,0.00001230507,0.0001461286,0.0001820495,0.0001018646,0.00001701206,0.00007215994,0.001547725],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.931888,"threshold_uncertainty_score":0.582046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373631684291313,"score_gpt":0.3104812786907239,"score_spread":0.2867449618478108,"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."}}