{"id":"W2082323241","doi":"10.1016/j.diff.2013.07.004","title":"From tissue mechanics to transcription factors","year":2013,"lang":"en","type":"review","venue":"Differentiation","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":153,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Cancer Institute","keywords":"Biology; Mechanotransduction; Cell biology; Focal adhesion; Transcription factor; Signal transduction; Cytoskeleton; Cell mechanics; Function (biology); Cell; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003464437,0.0003035515,0.0004511525,0.0001010047,0.00006042696,0.00007624718,0.0001898088,0.0003858004,0.0004593796],"category_scores_gemma":[0.00002905269,0.0002625649,0.000284114,0.0000857229,0.000002693796,0.000005332569,0.00005710678,0.0001372336,0.0002565233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004369571,"about_ca_system_score_gemma":0.00003529861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009061925,"about_ca_topic_score_gemma":0.00003591941,"domain_scores_codex":[0.9988521,0.0000770847,0.0003331217,0.0004406933,0.0001266186,0.0001703463],"domain_scores_gemma":[0.9992853,0.00001008613,0.0001648662,0.0003795,0.00006060346,0.00009963502],"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":[0.000004331086,0.00009541977,4.534964e-7,0.0005548291,0.0002673836,3.710311e-7,0.00008802255,0.000001180139,0.145761,0.0003325258,0.003769148,0.8491253],"study_design_scores_gemma":[0.00005987914,0.00008765942,0.000002501977,0.0003766025,0.0002855005,8.948789e-7,0.00001936106,0.0000322611,0.01144666,0.000112217,0.9872939,0.0002825887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001529791,0.9159581,0.07954445,0.00001320909,0.001685632,0.0008610972,0.0003130947,0.00002496535,0.00006962644],"genre_scores_gemma":[0.002169522,0.9809372,0.0001576298,0.00002567109,0.0005377894,0.0001466244,0.0149503,0.00006451928,0.001010783],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9835247,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03673428754962633,"score_gpt":0.3064063091612053,"score_spread":0.269672021611579,"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."}}