{"id":"W3004493672","doi":"10.12927/hcq.2020.26043","title":"Commentary: We Must Look at Multiple Perspectives","year":2020,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health","funders":"","keywords":"Patient safety; Best practice; Medicine; Public relations; Business; Risk analysis (engineering); Health care; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02658749,0.001901582,0.004842245,0.002773766,0.01020349,0.009966039,0.01312842,0.102663,0.02231755],"category_scores_gemma":[0.1789367,0.001810335,0.003979052,0.002942182,0.01533161,0.02294043,0.00700424,0.1206745,0.01386613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01448435,"about_ca_system_score_gemma":0.03879336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02407056,"about_ca_topic_score_gemma":0.02348333,"domain_scores_codex":[0.9714345,0.01075044,0.003385513,0.0032476,0.00838028,0.002801592],"domain_scores_gemma":[0.8388229,0.09606621,0.006910304,0.003165498,0.04298222,0.01205282],"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":[0.00001594923,0.000004451516,0.00003355811,0.0002196979,0.00001368116,0.0001955356,0.0003060166,0.00001947104,0.00001978621,0.001134862,0.9960824,0.001954617],"study_design_scores_gemma":[0.00006430464,0.00002424184,0.0001974105,0.003966259,0.00005440595,0.0008852718,0.002222794,0.0001358596,0.0001316451,0.0100183,0.9821844,0.0001152179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00003464658,0.001453808,0.00003745874,0.9648434,0.03310237,0.000007086183,0.00003451062,0.00001114721,0.000475666],"genre_scores_gemma":[0.0006953932,0.001306924,0.00007717338,0.9707334,0.02606628,0.00003223763,0.00001624748,0.00001913351,0.001053311],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.102663,"threshold_uncertainty_score":0.1406097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07565616814845935,"score_gpt":0.3917770795905154,"score_spread":0.3161209114420561,"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."}}