{"id":"W2918786889","doi":"","title":"Enhancing Retinal Ganglion Cell Production from Human Pluripotent Stem Cell-Derived 3D Retinal Cultures","year":2018,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Induced pluripotent stem cell; Retinal; Retinal ganglion cell; Stem cell; Cell biology; Biology; Anatomy; Botany; Embryonic stem cell; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003360836,0.0003255612,0.0003058536,0.0003475991,0.0001353876,0.0006420457,0.0002323771,0.0004163611,0.001117924],"category_scores_gemma":[0.0002606239,0.0001949679,0.000491915,0.0002540222,0.0001612131,0.0002007598,0.0003559758,0.0005525344,0.0005420162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002121008,"about_ca_system_score_gemma":0.0002031316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005550621,"about_ca_topic_score_gemma":0.001009711,"domain_scores_codex":[0.9998268,0.00001787084,0.00002140343,0.00002815792,0.00007860882,0.00002700731],"domain_scores_gemma":[0.9998233,0.00006233791,0.00003157089,0.00002521674,0.00003491811,0.00002273433],"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":[0.00002522288,0.00001374151,0.0001847419,0.00005527439,0.000007240824,0.0001520896,0.00005469313,0.0005082652,0.9957195,0.0002212359,0.00005537754,0.003002685],"study_design_scores_gemma":[0.000007730048,0.00006716582,0.001185712,0.00001439459,0.00003282767,0.0001751575,0.0000217927,0.001922794,0.993554,0.00007240863,0.002940622,0.00000543447],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9033915,0.003797848,0.07986484,0.0001469465,0.0001831365,0.0001641397,0.0008883056,0.0004442831,0.01111895],"genre_scores_gemma":[0.9587563,0.002393319,0.03398464,0.0000939461,0.00002719072,0.00007975604,0.0006976506,0.00008525808,0.003881928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001117924,"threshold_uncertainty_score":0.003739774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03236164175897351,"score_gpt":0.3253347701195213,"score_spread":0.2929731283605478,"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."}}