{"id":"W2886711895","doi":"10.3390/cancers10080255","title":"Viability Assessment Following Anticancer Treatment Requires Single-Cell Visualization","year":2018,"lang":"en","type":"article","venue":"Cancers","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Viability assay; Apoptosis; Cell; Cancer cell; Cell growth; Population; Cell culture; Cancer research; Cell biology; Cancer; Biology; Programmed cell death; Cytotoxicity; Stem cell; Chemistry; Medicine; Biochemistry; In vitro; Genetics","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":[0.000779619,0.0004897385,0.00101377,0.0009446767,0.0003160498,0.001331966,0.000942303,0.001412965,0.001396777],"category_scores_gemma":[0.001251392,0.0002994972,0.0003619776,0.0005729781,0.0005812814,0.0009405221,0.0005917495,0.001178734,0.001483301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007050884,"about_ca_system_score_gemma":0.0004423087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005350707,"about_ca_topic_score_gemma":0.001451163,"domain_scores_codex":[0.9991079,0.0001570955,0.00008754688,0.0001933077,0.0004061718,0.00004801975],"domain_scores_gemma":[0.998987,0.0004195796,0.0001365466,0.00007919234,0.0003387218,0.00003886222],"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":[0.0001012227,0.00001965093,0.0008579191,0.001378859,0.00002670001,0.0008434668,0.0003198023,0.000634102,0.8975483,0.003325001,0.004902646,0.09004225],"study_design_scores_gemma":[0.000009346272,0.0002781892,0.00503752,0.0003404573,0.00008206398,0.004392464,0.0003287981,0.007121895,0.781495,0.003477173,0.1973303,0.000106791],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09808465,0.2139602,0.638599,0.008881961,0.0113341,0.0004082693,0.001351498,0.002573815,0.02480652],"genre_scores_gemma":[0.4221285,0.23906,0.2921435,0.003978181,0.003364365,0.0007750861,0.001508494,0.0008323695,0.03620952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001412965,"threshold_uncertainty_score":0.005115807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03534375577571235,"score_gpt":0.351012294725371,"score_spread":0.3156685389496586,"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."}}