{"id":"W2706507540","doi":"","title":"Advances in Experimental Medicine and Biology: Foreword","year":2010,"lang":"en","type":"article","venue":"Advances in experimental medicine and biology","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computational biology; Biology","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":[0.008484473,0.002019088,0.003722714,0.001671694,0.001462786,0.004565312,0.002186135,0.0131715,0.008422618],"category_scores_gemma":[0.01626355,0.0004917352,0.0008639091,0.00185615,0.005056452,0.009422448,0.002503169,0.02039088,0.005588544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001632829,"about_ca_system_score_gemma":0.003654538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001033302,"about_ca_topic_score_gemma":0.001687983,"domain_scores_codex":[0.9972475,0.0007973255,0.0004168426,0.00024919,0.00112919,0.0001600569],"domain_scores_gemma":[0.9779403,0.01502577,0.0007734649,0.0005829145,0.004411395,0.001266075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002702459,0.00009323331,0.0001936929,0.003847379,0.00008263284,0.0002755696,0.0001535795,0.0001141742,0.0006613039,0.02272724,0.817042,0.1545388],"study_design_scores_gemma":[0.0000638886,0.00008364092,0.0003485647,0.002776745,0.00005888265,0.0004817736,0.0001902571,0.00007083183,0.0001252013,0.0226519,0.9731218,0.0000263594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.0001430743,0.6039687,0.0008489224,0.1952419,0.1969094,0.00002157908,0.00004131501,0.00002594913,0.002799087],"genre_scores_gemma":[0.003315678,0.411621,0.002319798,0.2086615,0.3671633,0.00008679181,0.00007592885,0.0000716194,0.006684269],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0131715,"threshold_uncertainty_score":0.04487067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05311120193906008,"score_gpt":0.4591477271940935,"score_spread":0.4060365252550334,"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."}}