{"id":"W4244550708","doi":"10.3410/f.9582972.10243074","title":"Faculty Opinions recommendation of Task-dependent V1 responses in human retinitis pigmentosa.","year":2011,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Retinal Development and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MAB-Mackay Rehabilitation Centre; Université de Montréal","funders":"","keywords":"Retinitis pigmentosa; Task (project management); Computer science; Psychology; Ophthalmology; Medicine; Engineering; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001315403,0.0004589462,0.0006487048,0.0003336265,0.0001519167,0.00006282272,0.001310694,0.0007371546,0.0003549255],"category_scores_gemma":[0.003871637,0.0003327632,0.000403574,0.0008681202,0.0002918463,0.00003056996,0.0005866581,0.0005947928,0.00002241972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005212102,"about_ca_system_score_gemma":0.0004672994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009631141,"about_ca_topic_score_gemma":0.00003183736,"domain_scores_codex":[0.9961107,0.0005593868,0.001444883,0.0006901577,0.0008559605,0.0003388962],"domain_scores_gemma":[0.9953588,0.00004108476,0.001155662,0.001125585,0.002138664,0.0001801675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000556905,0.0003413933,0.00006456852,0.002270119,0.00008764532,4.274414e-7,0.00007779769,2.788598e-8,0.00009657974,0.00008165919,0.9963279,0.0005961759],"study_design_scores_gemma":[0.0007484524,0.0002240213,0.004162621,0.004201131,0.00006731805,0.00001767999,0.000042384,2.687983e-7,0.0003508848,0.00003085494,0.9898093,0.0003450843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002123304,0.001215187,0.00001313626,0.03313098,0.0004537643,0.001020782,0.963841,0.00001150764,0.000292411],"genre_scores_gemma":[0.00009050869,0.001094116,0.0003175004,0.001893705,0.0001367028,0.0002148894,0.9941331,0.00002526339,0.002094224],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03123728,"threshold_uncertainty_score":0.9999124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091489536488791,"score_gpt":0.345637281993922,"score_spread":0.3147223866290341,"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."}}