{"id":"W4311095648","doi":"10.1007/978-1-0716-2651-1_1","title":"Introduction and Discovery of Retinitis Pigmentosa","year":2022,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Hereditary Neurological Disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"National Eye Institute","keywords":"Retinitis pigmentosa; Blindness; Ophthalmology; Medicine; Optometry; Retinal","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":[0.00068822,0.00007805724,0.0001670456,0.000110959,0.0000472931,0.000004550371,0.0001594184,0.00004231272,0.0001565574],"category_scores_gemma":[0.002024592,0.00007540488,0.00003236705,0.0003026105,0.0002346808,0.0000341969,0.0003063336,0.0002342034,7.145045e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001352968,"about_ca_system_score_gemma":0.00001144653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001499798,"about_ca_topic_score_gemma":8.014559e-7,"domain_scores_codex":[0.9956399,0.003499491,0.0002033358,0.0004107275,0.00007351157,0.0001730773],"domain_scores_gemma":[0.9993574,0.0003662379,0.00006597906,0.0001862207,0.000004979509,0.00001920683],"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":[0.0000382595,0.00004732259,0.0006738118,0.00000454386,0.000001453367,0.00002776944,0.00003812734,0.00006325022,0.9784323,0.01497027,0.0000275356,0.005675372],"study_design_scores_gemma":[0.0004038776,0.0008677271,0.001113179,0.000001085564,0.000006095251,0.00007549255,0.00008348221,0.0003600483,0.9300229,0.05462371,0.01229641,0.0001459991],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7225129,0.0001861112,0.2725175,0.003090947,0.000543022,0.0002102784,0.00002413591,0.00002324185,0.0008918917],"genre_scores_gemma":[0.875251,0.00009896381,0.1222755,0.002137745,0.00004935126,0.00008461366,0.000008228834,0.00001597609,0.00007860464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1527381,"threshold_uncertainty_score":0.3074922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0313858405278177,"score_gpt":0.3651195928338017,"score_spread":0.3337337523059841,"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."}}