{"id":"W1997935415","doi":"10.1586/14779072.2014.864951","title":"See the light: can optogenetics restore healthy heartbeats? And, if it can, is it really worth the effort?","year":2013,"lang":"en","type":"review","venue":"Expert Review of Cardiovascular Therapy","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; National Science Foundation","keywords":"Optogenetics; Neuroscience; Medicine; Computer science; Medical physics; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0009392721,0.0006034382,0.001012488,0.0009749514,0.0003459936,0.00127172,0.0007863082,0.002190049,0.002787012],"category_scores_gemma":[0.001382243,0.0001723962,0.0004771261,0.0005772411,0.0009911257,0.002043646,0.0005135676,0.002784153,0.002190791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007292312,"about_ca_system_score_gemma":0.0009343369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005801197,"about_ca_topic_score_gemma":0.001633749,"domain_scores_codex":[0.9997243,0.00005777258,0.00003401993,0.00003779435,0.000123585,0.00002250895],"domain_scores_gemma":[0.999546,0.0002483834,0.00004563093,0.00001157999,0.0001206876,0.00002766421],"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":[0.00007414753,0.00004933387,0.0001174924,0.007557283,0.00007312284,0.0002798232,0.0001260967,0.0002427222,0.003352518,0.01727788,0.124344,0.8465057],"study_design_scores_gemma":[0.00001207384,0.00005160934,0.0002364643,0.002084662,0.00003876706,0.00101486,0.00009842825,0.0001038095,0.0008605323,0.00743143,0.9880474,0.0000198743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001477865,0.9855003,0.0005710783,0.005817763,0.005852308,0.0000059567,0.00001018748,0.00001027216,0.002084357],"genre_scores_gemma":[0.001399721,0.990009,0.0004095075,0.002723028,0.002935242,0.000009675913,0.00001235045,0.000006275908,0.002495314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002787012,"threshold_uncertainty_score":0.009323537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07984384999472938,"score_gpt":0.3504293266623107,"score_spread":0.2705854766675814,"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."}}