{"id":"W3199045237","doi":"10.3390/bioengineering8090123","title":"Biofabrication Strategies for Musculoskeletal Disorders: Evolution towards Clinical Applications","year":2021,"lang":"en","type":"review","venue":"Bioengineering","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Versus Arthritis; Engineering and Physical Sciences Research Council; National Institute for Health and Care Research; Royal Society Te Apārangi; Medical Research Council; Royal Society; University of Otago","keywords":"Biofabrication; Medicine; Nanotechnology; Computer science; Risk analysis (engineering); Management science; Engineering; Biomedical engineering; Tissue engineering; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006260014,0.0004377546,0.001030435,0.0003242737,0.00007511886,0.0001382765,0.0005093993,0.000599275,0.00002960863],"category_scores_gemma":[0.0002494814,0.0004340685,0.000827714,0.0008241916,0.0000897764,0.0001323192,0.0001152565,0.0006250607,0.00006767073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000334655,"about_ca_system_score_gemma":0.0003861169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006872161,"about_ca_topic_score_gemma":0.000002938423,"domain_scores_codex":[0.9976696,0.00006013249,0.0009061057,0.0005150089,0.0003098495,0.0005392686],"domain_scores_gemma":[0.9985973,0.0004156281,0.00008893503,0.0006013263,0.00009525387,0.0002015335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[2.442424e-7,0.00002732391,8.914111e-7,0.01780853,0.0001653986,4.657533e-7,0.000004420401,0.0002893264,0.000003441565,0.002091219,0.0003970427,0.9792117],"study_design_scores_gemma":[0.00009528898,0.00002711518,0.00001137992,0.002280339,0.000196307,0.000004227567,0.00002088512,0.008005668,8.406803e-7,0.0001323304,0.9887955,0.000430076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001124624,0.5784417,0.419468,0.00001007032,0.0004287494,0.0008542707,0.00005056058,0.0004443783,0.0003011729],"genre_scores_gemma":[0.0001723668,0.9864855,0.009446201,0.000001379183,0.0009838142,0.002249741,0.0004588018,0.0001556191,0.00004651352],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9883985,"threshold_uncertainty_score":0.9998111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06655405929951184,"score_gpt":0.4131042536665781,"score_spread":0.3465501943670662,"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."}}