{"id":"W2915211339","doi":"","title":"Symmetric atlasing and model based segmentation: An application to the hippocampus in older adults","year":2006,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Medical Image Segmentation Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Segmentation; Tracing; Computer science; Artificial intelligence; Computer vision; Pattern recognition (psychology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00141689,0.000470314,0.0006353099,0.001242104,0.0004411673,0.001015408,0.0006490221,0.001076705,0.002456659],"category_scores_gemma":[0.004204098,0.0004717844,0.0006035837,0.001279498,0.0004208871,0.0005362874,0.0008558407,0.0005197825,0.0004836278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005776357,"about_ca_system_score_gemma":0.001264021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01469326,"about_ca_topic_score_gemma":0.02031791,"domain_scores_codex":[0.9997612,0.00007832261,0.00002086261,0.0000540384,0.00006630344,0.00001935026],"domain_scores_gemma":[0.998924,0.0005685086,0.00008455406,0.0001855741,0.0001650793,0.00007237618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002423578,0.000263713,0.01995015,0.000708977,0.0002865405,0.002366084,0.001713101,0.07592523,0.07515923,0.003810591,0.005975337,0.8114173],"study_design_scores_gemma":[0.0003857809,0.000668966,0.04414191,0.000102348,0.0003460113,0.00667434,0.001161409,0.8549922,0.06239723,0.02192618,0.00707175,0.0001319951],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4616956,0.001554184,0.5279766,0.0009621817,0.000145877,0.0004100804,0.001418067,0.003037386,0.002800078],"genre_scores_gemma":[0.7128021,0.001102567,0.2830396,0.0001290667,0.00006177818,0.0001265737,0.0004094068,0.0005481457,0.001780661],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01469326,"threshold_uncertainty_score":0.02921546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00501912558725569,"score_gpt":0.2186931485700479,"score_spread":0.2136740229827922,"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."}}