{"id":"W1477488358","doi":"10.1007/978-3-319-17437-2_17","title":"Extracellular Matrix and Cardiac Disease: Surgical and Scientific Perspectives","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Extracellular matrix; Disease; Medicine; Pathology; Biology; Cell 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004470219,0.0008630267,0.0005705596,0.001404383,0.0005825312,0.002750858,0.0007588298,0.001786872,0.02218559],"category_scores_gemma":[0.0005559754,0.0002307891,0.0003301398,0.001043233,0.001518685,0.003302082,0.001510272,0.002560901,0.006624866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001107816,"about_ca_system_score_gemma":0.001211447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009208601,"about_ca_topic_score_gemma":0.003388659,"domain_scores_codex":[0.9998634,0.00002412268,0.000007132569,0.00001701074,0.0000755491,0.00001270848],"domain_scores_gemma":[0.9998307,0.000102593,0.000006762143,0.000008266778,0.00003200982,0.00001956603],"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":[0.00002737122,0.0000595414,0.00004423745,0.000822594,0.000007526009,0.0001723593,0.0003459454,0.0005296323,0.002062552,0.3481325,0.3671943,0.2806015],"study_design_scores_gemma":[0.000002723265,0.000007602094,0.00004413961,0.0002463188,0.000002486101,0.0001789084,0.00004716344,0.00009329771,0.0001793951,0.02976056,0.9694326,0.000004894127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007844261,0.6326749,0.006900426,0.01519601,0.01615256,0.00003022898,0.000143694,0.0001036806,0.328014],"genre_scores_gemma":[0.005806326,0.3768451,0.005729181,0.008300415,0.009799896,0.00008132595,0.0001546484,0.0001184503,0.5931647],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02218559,"threshold_uncertainty_score":0.07421821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239079597192308,"score_gpt":0.2793703420767995,"score_spread":0.2554623823575687,"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."}}