{"id":"W4239856070","doi":"10.29173/hsi255","title":"Patient-derived induced pluripotent stem cells — Bridging the gaps between preclinical and clinical effectiveness in brain illness?","year":2018,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Bridging (networking); Induced pluripotent stem cell; Neuroscience; Medicine; Psychology; Biology; Embryonic stem cell; Computer science; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.04610519,0.0005639419,0.002394849,0.001227406,0.0006435515,0.005715272,0.002271377,0.003564692,0.009391095],"category_scores_gemma":[0.04626261,0.0002812492,0.0005860469,0.00114223,0.008421737,0.01119282,0.003432824,0.005465474,0.001160263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00204385,"about_ca_system_score_gemma":0.006128913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006604541,"about_ca_topic_score_gemma":0.001225367,"domain_scores_codex":[0.9900238,0.00678688,0.0008920883,0.0004868733,0.001462109,0.0003481986],"domain_scores_gemma":[0.9462513,0.04261098,0.002768172,0.002370072,0.004297793,0.001701727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002409128,0.0010071,0.005993183,0.004228938,0.0003817517,0.0005671227,0.00110522,0.001183664,0.006582394,0.3115979,0.02591788,0.6390258],"study_design_scores_gemma":[0.00152791,0.007084157,0.01188021,0.01151433,0.001141278,0.002177531,0.007403104,0.002299751,0.01727326,0.5677329,0.3697658,0.0001996543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03267133,0.4655794,0.02453656,0.4483629,0.003663261,0.0002785248,0.0009920218,0.0002128885,0.02370306],"genre_scores_gemma":[0.5048586,0.3742975,0.02315114,0.08308148,0.01043966,0.0006455395,0.0007064372,0.0001488846,0.002670733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04610519,"threshold_uncertainty_score":0.2438304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09149555339970829,"score_gpt":0.419346691811539,"score_spread":0.3278511384118307,"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."}}