{"id":"W2793861499","doi":"10.3390/medicines5010022","title":"Understanding the Pathological Basis of Neurological Diseases Through Diagnostic Platforms Based on Innovations in Biomedical Engineering: New Concepts and Theranostics Perspectives","year":2018,"lang":"en","type":"article","venue":"Medicines","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Disease; Medicine; Exploit; Clinical Practice; Risk analysis (engineering); Computer science; Engineering ethics; Data science; Neuroscience; Engineering; Pathology; 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":[0.001714344,0.0008095203,0.000952405,0.001448455,0.0004454343,0.00288369,0.0009295695,0.00286222,0.00231842],"category_scores_gemma":[0.0006731729,0.0004419854,0.0008938118,0.0006331134,0.003359647,0.004074919,0.001329165,0.002633214,0.0007839552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151735,"about_ca_system_score_gemma":0.001000536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003567019,"about_ca_topic_score_gemma":0.0004521495,"domain_scores_codex":[0.999521,0.0001034419,0.00003338786,0.00008177777,0.0001848172,0.00007565256],"domain_scores_gemma":[0.9993929,0.00032152,0.00008411799,0.00005767835,0.00009284269,0.00005095459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002724679,0.000428652,0.001477523,0.003842709,0.00009648819,0.001759437,0.0008335704,0.005199729,0.3087193,0.340537,0.007565933,0.3292672],"study_design_scores_gemma":[0.00007802674,0.001002927,0.002236009,0.001276687,0.0001692973,0.005799677,0.001075841,0.01990821,0.2381944,0.3583075,0.3717114,0.0002400607],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03510548,0.5827864,0.2938006,0.04973106,0.002144668,0.0001615994,0.0002323856,0.0005811945,0.0354566],"genre_scores_gemma":[0.2864039,0.4874384,0.1980193,0.01077056,0.003613222,0.0003061395,0.0001985847,0.0001141929,0.01313563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00288369,"threshold_uncertainty_score":0.009066463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06465398318422451,"score_gpt":0.3121963333587938,"score_spread":0.2475423501745693,"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."}}