{"id":"W4394677996","doi":"10.15331/jdsm.7326","title":"What I Know For Sure","year":2024,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science","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":[0.006523788,0.001239951,0.001613173,0.002058085,0.006543535,0.01254745,0.002094857,0.01072958,0.1138528],"category_scores_gemma":[0.0451635,0.0006544702,0.001508065,0.0009773527,0.004099367,0.01324337,0.007065702,0.02000454,0.09432854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00195635,"about_ca_system_score_gemma":0.01156828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003624345,"about_ca_topic_score_gemma":0.008077187,"domain_scores_codex":[0.9923264,0.001582807,0.0003844794,0.0008055857,0.003919899,0.000980819],"domain_scores_gemma":[0.9635831,0.003547214,0.0014843,0.001549764,0.01541724,0.01441838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001810681,0.0001145735,0.0008497278,0.0002443408,0.00001544713,0.0001963176,0.0005406636,0.00001277168,0.0001246156,0.001285491,0.9506275,0.04597044],"study_design_scores_gemma":[0.0000179395,0.00006127205,0.001017516,0.001299899,0.00001739666,0.0007223521,0.002541837,0.00002872982,0.00007488931,0.002629742,0.9915417,0.00004682103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008501508,0.01449154,0.0008929491,0.7206824,0.1935733,0.0001318475,0.0001661488,0.000290525,0.06892116],"genre_scores_gemma":[0.005794026,0.01712916,0.002466011,0.7191451,0.07030289,0.0003259424,0.0002386957,0.0002357322,0.1843624],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1138528,"threshold_uncertainty_score":0.3808755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02807827855373875,"score_gpt":0.3563223901681091,"score_spread":0.3282441116143704,"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."}}