{"id":"W3165506844","doi":"10.1002/anbr.202100042","title":"Engineered In vitro Models for Pathological Calcification: Routes Toward Mechanistic Understanding","year":2021,"lang":"en","type":"article","venue":"Advanced NanoBiomed Research","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Medical Research Council; Wellcome Trust","keywords":"Calcification; Pathological; Mineralization (soil science); In vitro; Mineralized tissues; Extracellular matrix; Biology; Cell biology; Neuroscience; Chemistry; Medicine; Pathology; Biochemistry; Ecology","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":[0.001935036,0.0008364963,0.0009845345,0.0009229154,0.0004584187,0.001982472,0.001181708,0.001497528,0.001853465],"category_scores_gemma":[0.001061255,0.0005299379,0.0009442106,0.0004621113,0.001146989,0.001408673,0.00107394,0.003509752,0.0009304247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008310521,"about_ca_system_score_gemma":0.0007212658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006710044,"about_ca_topic_score_gemma":0.00138188,"domain_scores_codex":[0.9991751,0.0002419393,0.00007132402,0.0001048121,0.0003425794,0.00006420996],"domain_scores_gemma":[0.9989867,0.0003948175,0.0001757245,0.0002038253,0.000138724,0.0001002191],"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":[0.0001217469,0.0002637482,0.0004994647,0.001926528,0.00009061296,0.0004720927,0.0002937776,0.002011907,0.9402798,0.02683041,0.003412433,0.02379759],"study_design_scores_gemma":[0.00009540749,0.001869634,0.003250722,0.001332106,0.000335294,0.003060886,0.0005133887,0.01064755,0.6548694,0.02062504,0.3032581,0.0001425738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1267299,0.2125397,0.6013216,0.008307045,0.003993192,0.001026961,0.002787067,0.001991949,0.0413027],"genre_scores_gemma":[0.4422872,0.1992377,0.3334346,0.003032794,0.0005483031,0.00206707,0.003395055,0.000498158,0.01549903],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001982472,"threshold_uncertainty_score":0.01023358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.16202920110225,"score_gpt":0.3451056476422926,"score_spread":0.1830764465400426,"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."}}