{"id":"W2536534047","doi":"","title":"Population Density Analysis of a Liver Lobule","year":2015,"lang":"en","type":"article","venue":"URSCA Proceedings","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Population; Medicine; Environmental health","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":[0.0004911309,0.00009638049,0.0002104217,0.001999874,0.0004112275,0.000573274,0.0003784369,0.0002975307,0.004229498],"category_scores_gemma":[0.001748892,0.0001387374,0.0004753178,0.001132786,0.0002526746,0.0002983908,0.00046155,0.0002032622,0.000507342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005524702,"about_ca_system_score_gemma":0.0002630795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02099564,"about_ca_topic_score_gemma":0.01750094,"domain_scores_codex":[0.9997146,0.0001012177,0.00001588765,0.00006909857,0.00004616471,0.00005318134],"domain_scores_gemma":[0.998919,0.0004904285,0.0001464496,0.00008117451,0.0002691536,0.00009381575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001511047,0.000065373,0.9496111,0.00003436207,0.0002037217,0.0002389485,0.000499394,0.02044704,0.002330312,0.005411788,0.001613259,0.01939359],"study_design_scores_gemma":[0.000009608467,0.0001038806,0.8663958,0.00001561558,0.0000859309,0.0008369492,0.001300739,0.1261912,0.0007641075,0.002114227,0.002152436,0.0000295547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897304,0.00009725142,0.005150639,0.00008233637,0.000007109568,0.00002129611,0.001113467,0.00005941992,0.003738214],"genre_scores_gemma":[0.9973007,0.00002872543,0.00116469,0.000007780473,0.000005424346,0.00001421716,0.0007354716,0.000005087511,0.0007378969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02099564,"threshold_uncertainty_score":0.04174685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03386780532699978,"score_gpt":0.2768226605524187,"score_spread":0.2429548552254189,"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."}}