{"id":"W4226050076","doi":"","title":"Recalibrating vascular malformations and mechanotransduction by pharmacological intervention","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mechanotransduction; Intervention (counseling); Medicine; Anatomy; Biology; Neuroscience; Nursing","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":[0.0003039038,0.0004147401,0.0005536437,0.0006043282,0.0003585354,0.0006923556,0.0003859648,0.0005445074,0.004838943],"category_scores_gemma":[0.0005644533,0.0001274335,0.0005442436,0.0002443977,0.0005418251,0.0004196007,0.0004182868,0.00190429,0.001071061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002232349,"about_ca_system_score_gemma":0.0003447243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003294324,"about_ca_topic_score_gemma":0.0006097002,"domain_scores_codex":[0.9998111,0.00003289705,0.00001413065,0.00003003824,0.0000570353,0.00005473269],"domain_scores_gemma":[0.9998635,0.00005072814,0.0000295013,0.00001607132,0.00001786788,0.00002226692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003558757,0.002871442,0.00314031,0.002138179,0.0003425895,0.004062435,0.0002053144,0.001068952,0.3651597,0.01079423,0.01575453,0.5909036],"study_design_scores_gemma":[0.003959985,0.0164486,0.05098597,0.002643934,0.001544657,0.03100651,0.0009949134,0.01080841,0.4459743,0.03237844,0.4029602,0.0002939884],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5965365,0.1739891,0.1033682,0.02485109,0.008706484,0.001024899,0.0005352529,0.002405528,0.0885831],"genre_scores_gemma":[0.9076496,0.05143612,0.01795228,0.00505836,0.002373171,0.0003761374,0.0003085182,0.0001633408,0.0146823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004838943,"threshold_uncertainty_score":0.01618791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1931328734768769,"score_gpt":0.5369076418668283,"score_spread":0.3437747683899514,"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."}}