{"id":"W2885472800","doi":"10.7717/peerj.5464","title":"Osteogenesis imperfecta: potential therapeutic approaches","year":2018,"lang":"en","type":"article","venue":"PeerJ","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dentinogenesis imperfecta; Medicine; Osteogenesis imperfecta; Dentistry; Permanent dentition; Dentition; Multidisciplinary approach; Orthodontics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001482171,0.0001072303,0.00009018326,0.00003763936,0.0001065262,0.00002478113,0.0001967236,0.00008928753,0.0002715205],"category_scores_gemma":[0.00006123725,0.0001004073,0.00007598257,0.00009029299,0.0001539986,0.000002051912,0.0001264087,0.00005115847,0.0001433418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009038896,"about_ca_system_score_gemma":0.00004926651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003631161,"about_ca_topic_score_gemma":0.00006984402,"domain_scores_codex":[0.9991305,0.00006484731,0.00008248376,0.0003161515,0.0001448958,0.0002610612],"domain_scores_gemma":[0.9994903,0.00000712405,0.00002092549,0.0003142668,0.0001104551,0.0000569304],"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":[0.000111413,0.00005441054,0.002967348,0.000008913806,0.00007700159,0.000001926494,0.00007841756,0.000004141265,0.9374923,0.00009970692,0.00120551,0.05789898],"study_design_scores_gemma":[0.0007971678,0.000851907,0.02672196,0.000003172674,0.00003065042,0.00003090869,0.0002998407,0.0004434467,0.9127941,0.0003014427,0.05739776,0.0003276253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884976,0.002241262,0.002938833,0.0004874098,0.000128457,0.0001923345,0.000009997333,0.00001781205,0.00548628],"genre_scores_gemma":[0.9969224,0.00004016906,0.0001196398,0.0001048226,0.0004808446,0.00002937614,0.0000487558,0.00002387273,0.002230071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05757135,"threshold_uncertainty_score":0.4094489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03787655769037947,"score_gpt":0.2885928095627789,"score_spread":0.2507162518723994,"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."}}