{"id":"W3200062034","doi":"10.1002/smll.202103192","title":"Multifunctional Thermoresponsive Microcarriers for High‐Throughput Cell Culture and Enzyme‐Free Cell Harvesting","year":2021,"lang":"en","type":"article","venue":"Small","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microcarrier; Throughput; Cell; Cell culture; Nanotechnology; Enzyme; Materials science; Chemistry; Biophysics; Cell biology; Biochemistry; Computer science; Biology","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":[0.000246358,0.0003754391,0.0002670265,0.0003711734,0.0001379762,0.0003899379,0.0003861829,0.000416278,0.0009636585],"category_scores_gemma":[0.0002040375,0.0002532906,0.0002331974,0.0002564151,0.0002679308,0.00034082,0.0003165383,0.0005788471,0.0006072773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005201091,"about_ca_system_score_gemma":0.0002330761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000402534,"about_ca_topic_score_gemma":0.000820724,"domain_scores_codex":[0.9998451,0.00001746438,0.00001261186,0.0000450472,0.00005643411,0.0000233081],"domain_scores_gemma":[0.9998896,0.00004276622,0.00002969826,0.00001262614,0.0000135406,0.00001165905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001089983,0.000006697859,0.0000167528,0.00003159016,0.000002158038,0.00002002686,0.00001386535,0.0001572777,0.9965171,0.0002553775,0.0001027436,0.002865445],"study_design_scores_gemma":[0.000003808113,0.00001940324,0.0001154007,0.000002543985,0.000004070381,0.00003538441,0.00000402616,0.001179269,0.9954573,0.00005185817,0.003122112,0.000004878354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6349706,0.02617179,0.3215829,0.0008235754,0.0005147326,0.000391506,0.001255835,0.00408696,0.01020207],"genre_scores_gemma":[0.8160043,0.007520599,0.165996,0.0003127814,0.00009818625,0.0005763945,0.0006637314,0.0002169587,0.008611002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009636585,"threshold_uncertainty_score":0.003773689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159218325048398,"score_gpt":0.2299118487731286,"score_spread":0.2139900162682888,"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."}}