{"id":"W4404633749","doi":"10.1016/b978-0-323-95478-5.00044-3","title":"Microfabrication Techniques for Creating Cell Culture Substrates","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; Simon Fraser University; University of British Columbia","funders":"","keywords":"Microfabrication; Computer science; Materials science; Medicine","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":[0.0002542325,0.0009978081,0.0006658622,0.001339754,0.000455816,0.001295443,0.001097157,0.0008506305,0.01857692],"category_scores_gemma":[0.0002143538,0.000899404,0.0005715529,0.00184027,0.0003967018,0.001133018,0.0007213981,0.00168417,0.0167757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005278622,"about_ca_system_score_gemma":0.0002688427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008803462,"about_ca_topic_score_gemma":0.00280511,"domain_scores_codex":[0.9997142,0.00001086367,0.00001460485,0.00003634961,0.0002067197,0.00001711569],"domain_scores_gemma":[0.999896,0.00005057015,0.000006828468,0.00001918486,0.00002258572,0.000004819856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002058398,0.00004206346,0.00006933325,0.001057919,0.00001734211,0.0003282258,0.0002689075,0.001396904,0.5064859,0.01507834,0.02448486,0.4507495],"study_design_scores_gemma":[0.000007398162,0.00003865654,0.0006727058,0.0001996991,0.00002638245,0.001436548,0.00005470935,0.002445479,0.2474342,0.006373915,0.7412758,0.00003445996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0129656,0.1337161,0.4728727,0.0007990521,0.002342321,0.0002436404,0.001398082,0.00368939,0.371973],"genre_scores_gemma":[0.02722151,0.107296,0.2077828,0.0006118761,0.0003239741,0.0004125062,0.001973827,0.001132922,0.6532446],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01857692,"threshold_uncertainty_score":0.06214601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460384918072256,"score_gpt":0.266460631271114,"score_spread":0.2518567820903915,"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."}}