{"id":"W2142284292","doi":"10.1177/1087057102239779","title":"Automated Screening of Neurite Outgrowth","year":2003,"lang":"en","type":"article","venue":"SLAS DISCOVERY","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Circle Cardiovascular Imaging","funders":"","keywords":"Neurite; Tracing; Computer science; Artificial intelligence; Neuroscience; Pattern recognition (psychology); Computer hardware; Chemistry; Biology; In vitro","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":[0.000129248,0.0001035629,0.000133636,0.00005179069,0.00002572243,0.00002435563,0.0001176548,0.00007209165,0.00001540003],"category_scores_gemma":[0.0001067185,0.00009968143,0.0001282403,0.0001174757,0.00005963592,0.000009414931,0.00005550694,0.00004670889,0.00000341056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003921794,"about_ca_system_score_gemma":0.00003011442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002305816,"about_ca_topic_score_gemma":0.0000120522,"domain_scores_codex":[0.9993002,0.00005587529,0.0001769836,0.0002218719,0.00009848929,0.0001465649],"domain_scores_gemma":[0.9994857,0.000007206374,0.00008134184,0.0003503712,0.00004572891,0.00002963293],"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":[0.00001769485,0.00005878306,0.01045809,0.0000147809,0.000078855,0.000004634413,0.00001182223,0.00003600219,0.9815156,0.0005030671,0.006989883,0.0003107439],"study_design_scores_gemma":[0.0001731363,0.00007911123,0.002011096,0.00001055388,0.00003019588,0.000006031847,0.00002717633,0.0001691185,0.9888026,0.0001070608,0.008457817,0.0001261242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584942,0.000523286,0.02365071,0.00001520517,0.00002414506,0.0000989813,0.00000695514,0.00008523589,0.01710123],"genre_scores_gemma":[0.9956191,0.00007377077,0.002554149,0.0001069093,0.00002724649,0.000005557053,0.00005394646,0.00001777008,0.001541593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0371248,"threshold_uncertainty_score":0.4064891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006881868910243004,"score_gpt":0.2556641510413356,"score_spread":0.2487822821310926,"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."}}