{"id":"W4405859937","doi":"10.5376/cmb.2024.14.0015","title":"Advances in Biomechanics: Exploring Biophysical Models in Cellular Mechanics","year":2024,"lang":"en","type":"article","venue":"Computational Molecular Biology","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biomechanics; Computer science; Medicine; Anatomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001457753,0.00128129,0.001489641,0.001898569,0.0005687524,0.002591179,0.001437638,0.002046186,0.00217735],"category_scores_gemma":[0.00271248,0.0006603301,0.001570081,0.001572777,0.002991324,0.004841241,0.001993178,0.002688747,0.00112328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223541,"about_ca_system_score_gemma":0.001121796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00178135,"about_ca_topic_score_gemma":0.001096628,"domain_scores_codex":[0.9992945,0.0002608704,0.00004224811,0.0001273629,0.000233473,0.00004141902],"domain_scores_gemma":[0.9985337,0.0008649474,0.0001032843,0.0002289086,0.0002072385,0.00006188274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003468847,0.00009308275,0.0016645,0.001517727,0.0001304202,0.0001963681,0.0003865817,0.1042187,0.0121576,0.7468221,0.004909473,0.1278687],"study_design_scores_gemma":[0.00001516405,0.00009198165,0.001351695,0.0004877479,0.00005357052,0.000373154,0.0002120898,0.2864388,0.002672031,0.6061231,0.1020873,0.00009340343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01731152,0.1788616,0.7615752,0.01026854,0.001381203,0.00006961173,0.000224706,0.0003851111,0.02992268],"genre_scores_gemma":[0.3307333,0.304802,0.3447458,0.001947637,0.003058794,0.0003167971,0.0004799384,0.0003298696,0.01358582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002591179,"threshold_uncertainty_score":0.008877397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088558662575223,"score_gpt":0.2873012234551169,"score_spread":0.2664156368293647,"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."}}