{"id":"W2593105997","doi":"10.7717/peerj.3836","title":"CA1 pyramidal cells have diverse biophysical properties, affected by development, experience, and aging","year":2017,"lang":"en","type":"article","venue":"PeerJ","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Neuroscience; Hippocampal formation; Computer science; Homogeneous; Hippocampus; Pyramidal cell; Diversity (politics); Biology; Biological system; Artificial intelligence; Physics; Statistical physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006362121,0.000339245,0.0005265034,0.0009114792,0.000319832,0.0009953239,0.0004282921,0.0005548117,0.0007216787],"category_scores_gemma":[0.002242108,0.0001531217,0.0003750268,0.0009956259,0.0008666798,0.001222232,0.0003226835,0.0003926324,0.000267481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006719566,"about_ca_system_score_gemma":0.000563366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002840205,"about_ca_topic_score_gemma":0.004610436,"domain_scores_codex":[0.9996746,0.00004264297,0.00004217567,0.0001076129,0.0001115457,0.00002149682],"domain_scores_gemma":[0.9987375,0.0005655847,0.0003676913,0.00005553458,0.0002359789,0.0000377618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001804095,0.0000311757,0.04311832,0.009222952,0.0004271033,0.002010334,0.002680799,0.006946132,0.0887242,0.02401141,0.009265193,0.8133819],"study_design_scores_gemma":[0.00004586674,0.0004521334,0.3497616,0.003217204,0.001357093,0.0140794,0.00343451,0.009585593,0.08896602,0.09046282,0.4383332,0.0003046621],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3755714,0.4830337,0.09721702,0.01140021,0.001079968,0.0001551489,0.002149707,0.000735037,0.02865787],"genre_scores_gemma":[0.6737496,0.294441,0.02407448,0.0009543823,0.0007643749,0.00007625703,0.0007353005,0.0001083792,0.005096171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002840205,"threshold_uncertainty_score":0.005647361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04052201298752707,"score_gpt":0.2567494821858215,"score_spread":0.2162274691982944,"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."}}