{"id":"W7071370442","doi":"","title":"Sol-gel derived silicate-based titanium-containing bioactive glass for enamel remineralization","year":2020,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Enamel paint; Bioactive glass; Tooth enamel; Remineralisation","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":[0.0001575223,0.0002702904,0.0002409926,0.0002443889,0.0001585712,0.0003628102,0.0002224497,0.0004245164,0.002188115],"category_scores_gemma":[0.0001367424,0.0001987989,0.0003957983,0.0001289772,0.0001656804,0.0002139151,0.0002717162,0.0004796524,0.0009065631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00022081,"about_ca_system_score_gemma":0.0002468238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00084866,"about_ca_topic_score_gemma":0.002458469,"domain_scores_codex":[0.9999272,0.000004274595,0.000003678218,0.00001946216,0.0000297253,0.00001571188],"domain_scores_gemma":[0.9999542,0.00001029113,0.000009435039,0.000002853419,0.00001519383,0.000008059794],"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":[0.00002825183,0.00001327831,0.00002119127,0.00006198593,0.000004745944,0.00002028375,0.000013354,0.00006215127,0.9955643,0.00006047957,0.0001567587,0.003993217],"study_design_scores_gemma":[0.000009945223,0.0001375573,0.0004665953,0.000008805569,0.0000242229,0.00004879288,0.00002340463,0.0004884704,0.9954548,0.00002806869,0.003302323,0.000006923551],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9358106,0.02069949,0.01875165,0.0006526412,0.0006898184,0.0001976023,0.0004721234,0.0006330039,0.02209305],"genre_scores_gemma":[0.9426476,0.008528106,0.01994663,0.0002874714,0.0000809187,0.00008720508,0.0002955714,0.0001781082,0.02794831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002188115,"threshold_uncertainty_score":0.007319987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327713530237525,"score_gpt":0.2557196163653118,"score_spread":0.2424424810629365,"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."}}