{"id":"W4321252661","doi":"10.3390/pharmaceutics15020685","title":"Retinitis Pigmentosa: Novel Therapeutic Targets and Drug Development","year":2023,"lang":"en","type":"review","venue":"Pharmaceutics","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Retinitis pigmentosa; Medicine; Macular degeneration; Retinal degeneration; Disease; RPE65; Bioinformatics; Ophthalmology; Retinal; Retinal pigment epithelium; Pathology; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003536066,0.0005018366,0.0006332892,0.0001157989,0.0001354607,0.00005983409,0.0002967487,0.0002385298,0.00003141361],"category_scores_gemma":[0.00003780297,0.0004506217,0.0001669941,0.0001896943,0.00008799857,0.000003291244,0.0003562988,0.0002560968,0.0001169359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003587052,"about_ca_system_score_gemma":0.0003971906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001557035,"about_ca_topic_score_gemma":0.00000639393,"domain_scores_codex":[0.9981372,0.00007715513,0.0005263227,0.0005841828,0.0002286614,0.0004464953],"domain_scores_gemma":[0.9992859,0.00004415039,0.0002161511,0.0002395058,0.00005153215,0.0001627524],"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":[0.00001627044,0.0000740581,0.00003898969,0.006993269,0.000704046,0.00001151062,0.0002084682,4.268964e-7,0.0002146869,0.00004841454,0.004118659,0.9875712],"study_design_scores_gemma":[0.0003449184,0.00001718642,0.000009198683,0.000867374,0.0003012347,0.00002501563,0.00004341124,0.000003640047,0.0004723454,0.00001603556,0.9973333,0.0005663693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004918622,0.9977203,0.0001836796,0.00006511613,0.0003822154,0.0006144847,0.0000357496,0.00004849601,0.0009008005],"genre_scores_gemma":[0.00005605559,0.9943008,0.0008310704,0.0002315103,0.0001678125,0.0001431919,0.0009299509,0.0001157575,0.003223827],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9932146,"threshold_uncertainty_score":0.9997945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127603626282261,"score_gpt":0.3864727904962761,"score_spread":0.27371242786805,"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."}}