{"id":"W4286560236","doi":"10.3389/fbioe.2022.940896","title":"Development of in situ bioprinting: A mini review","year":2022,"lang":"en","type":"review","venue":"Frontiers in Bioengineering and Biotechnology","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Government of Ontario; Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada","keywords":"In situ; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005031101,0.0009736347,0.001009709,0.002304934,0.0002984776,0.001126333,0.0005994736,0.001017964,0.005509039],"category_scores_gemma":[0.0005742375,0.0004945804,0.0004959932,0.002223932,0.0003297954,0.001624313,0.0006143212,0.001394977,0.002954216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004256778,"about_ca_system_score_gemma":0.0009936298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00069493,"about_ca_topic_score_gemma":0.001095226,"domain_scores_codex":[0.9997912,0.00002503684,0.00002699918,0.0000429449,0.00009153334,0.00002226487],"domain_scores_gemma":[0.9996665,0.0001527897,0.00005410165,0.000009950185,0.00009215683,0.00002459106],"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":[0.00004342679,0.0001110733,0.0001185777,0.03184833,0.00006232477,0.0002218968,0.000103899,0.0006227536,0.01112422,0.006509011,0.02845711,0.9207773],"study_design_scores_gemma":[0.000004687354,0.00009567981,0.0003368725,0.0023442,0.00006189643,0.0006898282,0.0000415457,0.0001204121,0.002496705,0.001239004,0.9925493,0.00001987432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002463452,0.9969331,0.0003989295,0.0001492805,0.0003442214,0.000008625541,0.00002736214,0.00001220192,0.001879806],"genre_scores_gemma":[0.000909885,0.9968572,0.0004617564,0.0001685092,0.0001851015,0.00001212196,0.00004799316,0.000003741639,0.001353625],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005509039,"threshold_uncertainty_score":0.01842958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03163507680219423,"score_gpt":0.2880938743721584,"score_spread":0.2564587975699642,"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."}}