{"id":"W4286856708","doi":"10.3791/55358-v","title":"Imaging Neurons within Thick Brain Sections Using the Golgi-Cox Method","year":2017,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Nissl body; Cresyl violet; Stain; Neuron; Dendritic spine; Dendrite (mathematics); Biology; Soma; Staining; Anatomy; Neuroscience; Hippocampal formation","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":[0.000956553,0.000156284,0.0002278985,0.00008219486,0.0005190508,0.000229674,0.0005959842,0.00006803857,0.00002318734],"category_scores_gemma":[0.0004255896,0.0001135962,0.000279992,0.00005345181,0.0001201192,0.00003028434,0.0002393823,0.000214115,0.000001419465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003338456,"about_ca_system_score_gemma":0.00008976417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008598822,"about_ca_topic_score_gemma":0.000006788877,"domain_scores_codex":[0.9986584,0.0002819927,0.0004364269,0.0001945478,0.0002448525,0.0001837831],"domain_scores_gemma":[0.998177,0.0000269622,0.0008668006,0.000647668,0.0002019832,0.00007958418],"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":[0.00005843798,0.00007852002,0.0006728485,0.000002373248,0.0001550112,0.00001673345,0.0002658043,0.00004581787,0.993933,0.00002703199,0.004404937,0.0003395267],"study_design_scores_gemma":[0.0006123887,0.00009913519,0.0002335024,0.00002516236,0.00009124599,0.0002494456,0.0004304103,0.001420259,0.9873566,0.00008593469,0.009265759,0.0001301545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8164485,0.001121841,0.1792253,0.0008892496,0.0003320446,0.0001899291,0.00000206626,0.0000163957,0.001774709],"genre_scores_gemma":[0.9637352,0.00007258299,0.03425048,0.0009902305,0.0004241686,0.000005264988,0.000003168635,0.00003798394,0.0004808717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1472868,"threshold_uncertainty_score":0.463232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03524449918661358,"score_gpt":0.4767704329642196,"score_spread":0.441525933777606,"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."}}