{"id":"W2511025593","doi":"","title":"Differentiating Grades of Microglial Activation with Fractal Analysis","year":2008,"lang":"en","type":"article","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Lacunarity; Microglia; Neuroscience; Central nervous system; Fractal dimension; Affect (linguistics); Biology; Fractal; Psychology; Communication; Immunology; Inflammation; Mathematics","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":[0.0002238651,0.0001760094,0.000354678,0.001529548,0.001132638,0.00001886928,0.0007402112,0.0000703976,0.0002222653],"category_scores_gemma":[0.0001484104,0.0002034402,0.0002266946,0.002115258,0.000863285,0.0007091711,0.0003720414,0.0004358515,0.000004096143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007330553,"about_ca_system_score_gemma":0.000197342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001733625,"about_ca_topic_score_gemma":0.0002579325,"domain_scores_codex":[0.9973116,0.0006278448,0.0001694721,0.000545575,0.0009389773,0.0004065103],"domain_scores_gemma":[0.9983128,0.0005092753,0.0003046954,0.0003920553,0.0002834536,0.0001977457],"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":[0.001099331,0.0002618956,0.009365249,0.00004511691,0.0001180537,0.0002197497,0.002279327,0.0004981014,0.9756456,0.009625226,0.0001589508,0.0006833686],"study_design_scores_gemma":[0.003202797,0.001209971,0.04586045,0.00005629426,0.0002171321,0.00004179965,0.005322122,0.01457638,0.920835,0.0005995412,0.007581464,0.0004970356],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512249,0.000001213029,0.04363821,0.000289767,0.0000225632,0.0003028459,0.0001411887,0.00005757715,0.004321792],"genre_scores_gemma":[0.994096,0.0002582333,0.00356389,0.00001921179,0.0000164573,1.218629e-7,0.00004293241,0.00001364065,0.001989491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05481062,"threshold_uncertainty_score":0.8711453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04496924401122381,"score_gpt":0.2533270566050284,"score_spread":0.2083578125938045,"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."}}