{"id":"W4404297134","doi":"10.29173/cjen441","title":"“We must be prepared to collaborate and respond”","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.03054458,0.001445345,0.001333299,0.001378758,0.02681079,0.0161729,0.004196284,0.02964331,0.01694226],"category_scores_gemma":[0.09527349,0.001357805,0.00133848,0.001222997,0.03156794,0.02381312,0.01948809,0.05790396,0.01168107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009545292,"about_ca_system_score_gemma":0.05647405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0162626,"about_ca_topic_score_gemma":0.02338042,"domain_scores_codex":[0.9347277,0.02747257,0.003049853,0.007309098,0.01775705,0.009683619],"domain_scores_gemma":[0.8917646,0.01766911,0.007536852,0.005039181,0.03334336,0.04464697],"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":[0.00004393586,0.00009037347,0.002432021,0.0002448655,0.00006790319,0.0005438615,0.03240535,0.0000871984,0.0005761954,0.05527497,0.8825911,0.02564231],"study_design_scores_gemma":[0.00002566267,0.00003724305,0.001173936,0.0005168081,0.00002764619,0.00114918,0.05788337,0.0000794042,0.0002141833,0.04009035,0.8986665,0.0001356217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002166696,0.001964924,0.002243343,0.9505365,0.02222347,0.00003783703,0.00003381735,0.0001127583,0.02068065],"genre_scores_gemma":[0.03673039,0.001348389,0.002796336,0.9312103,0.004243508,0.0001414609,0.00005422177,0.0001165448,0.02335882],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03054458,"threshold_uncertainty_score":0.1615371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1729118635395941,"score_gpt":0.5309882286229191,"score_spread":0.3580763650833249,"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."}}