{"id":"W2944616033","doi":"10.22374/jded.v2i1.9","title":"The History and Future of Amniotic Membrane Use in Medicine","year":2019,"lang":"en","type":"article","venue":"Journal of Dry Eye Disease","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Specialty; Medicine; Intensive care medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.007029567,0.0004040847,0.000490113,0.002220806,0.001493954,0.003907915,0.000742452,0.003075955,0.007167378],"category_scores_gemma":[0.009975424,0.0003088247,0.0004552696,0.001855846,0.006346498,0.004836671,0.00236847,0.006513226,0.00207272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00406637,"about_ca_system_score_gemma":0.003397581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002862239,"about_ca_topic_score_gemma":0.003537042,"domain_scores_codex":[0.9974517,0.0009096605,0.0003263339,0.0002912695,0.0008653427,0.0001556908],"domain_scores_gemma":[0.9927815,0.003601314,0.0005540379,0.0003814458,0.001736467,0.0009454141],"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":[0.0003219169,0.0002095481,0.003723887,0.002681908,0.00004419826,0.0008609872,0.002460397,0.0003438727,0.001931861,0.1303222,0.1019529,0.7551463],"study_design_scores_gemma":[0.000009781344,0.00011616,0.001522145,0.002721463,0.0000166407,0.001165656,0.0004987103,0.00009648078,0.0005190619,0.013432,0.9798679,0.00003403527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003064725,0.8779987,0.001156204,0.07539137,0.00822705,0.0000151679,0.00007862571,0.00004724032,0.03402087],"genre_scores_gemma":[0.04767448,0.8949435,0.003038481,0.0262426,0.01743291,0.00004334065,0.0000727144,0.00005545617,0.01049648],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007167378,"threshold_uncertainty_score":0.03717631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485338164287218,"score_gpt":0.2534158523813895,"score_spread":0.2385624707385173,"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."}}