{"id":"W4406655560","doi":"10.18122/td.2151.boisestate","title":"Role of Mechanical Signaling in Bone Tissue","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bone tissue; Cell biology; Medicine; Biology; Anatomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002356203,0.0003417859,0.0002123916,0.0005049095,0.0005357356,0.0007709861,0.0005138943,0.0006531071,0.00258322],"category_scores_gemma":[0.000244153,0.0001785518,0.0002909894,0.000227985,0.000594442,0.0004356738,0.0005622805,0.0005517901,0.0005119799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004123724,"about_ca_system_score_gemma":0.0004570788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007464329,"about_ca_topic_score_gemma":0.001102099,"domain_scores_codex":[0.9997473,0.00004813768,0.00001507529,0.00005483441,0.00008339525,0.00005119647],"domain_scores_gemma":[0.9998195,0.00002700479,0.00006370912,0.00001165712,0.00003072465,0.00004735991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002659331,0.00017963,0.003392102,0.0009220614,0.0000488004,0.000999937,0.0002752017,0.0009188873,0.9177476,0.01533557,0.001714588,0.05819971],"study_design_scores_gemma":[0.0001817369,0.00427965,0.1901759,0.0008569926,0.0002508872,0.005543312,0.00262265,0.009777998,0.5768563,0.02480082,0.1844877,0.0001661077],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7226592,0.1787213,0.03354635,0.009275446,0.001109491,0.0002069329,0.001474184,0.0005576605,0.05244946],"genre_scores_gemma":[0.9528404,0.03026537,0.005552819,0.0006214087,0.0002002187,0.0001012194,0.0003214922,0.00002440763,0.01007263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00258322,"threshold_uncertainty_score":0.00864166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01276378590192983,"score_gpt":0.2880180302777309,"score_spread":0.275254244375801,"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."}}