{"id":"W2470006936","doi":"10.1063/1.4958982","title":"Single cell functional analysis of multiple myeloma cell populations correlates with diffusion profiles in static microfluidic coculture systems","year":2016,"lang":"en","type":"article","venue":"Biomicrofluidics","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Cancer Research Society; CMC Microsystems","keywords":"Microfluidics; Microscale chemistry; Stromal cell; Paracrine signalling; Single-cell analysis; Cell; Cell culture; Chemistry; Cell biology; Population; Biophysics; Biological system; Biology; Materials science; Nanotechnology; Receptor; Genetics; Biochemistry; Medicine; Cancer research","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":[0.0002460245,0.0002999264,0.000360192,0.0002364447,0.0001960314,0.000440483,0.0002710579,0.0003444257,0.0002460972],"category_scores_gemma":[0.0003565944,0.0001614439,0.0003004811,0.0002420126,0.0002398213,0.0002673678,0.0002143242,0.0002856255,0.00008542108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005827978,"about_ca_system_score_gemma":0.0002254507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002199436,"about_ca_topic_score_gemma":0.001558276,"domain_scores_codex":[0.9998294,0.00001497481,0.00001316126,0.00005800269,0.00005804785,0.00002645895],"domain_scores_gemma":[0.9997624,0.00009409773,0.00005007243,0.00002129211,0.00005171762,0.00002045353],"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":[0.00005004689,0.00002074769,0.00181707,0.00003699638,0.000007472666,0.00003364341,0.00004539498,0.004844216,0.9910903,0.0001286089,0.00002276863,0.001902673],"study_design_scores_gemma":[0.000006466552,0.0001053942,0.008045435,0.000004304695,0.00001941225,0.00004487744,0.0000453411,0.08878151,0.9024383,0.0001277261,0.0003640886,0.00001717852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690718,0.0004163164,0.02963759,0.00004219795,0.000009169924,0.00001708342,0.000204356,0.0001235822,0.0004779368],"genre_scores_gemma":[0.989239,0.0003370937,0.009842485,0.00001700769,0.000003580324,0.0000338168,0.000165442,0.00001040286,0.0003511716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002199436,"threshold_uncertainty_score":0.004373193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144158329588055,"score_gpt":0.225336638674814,"score_spread":0.2038950553789334,"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."}}