{"id":"W2115210121","doi":"10.12927/cjnl.2004.20307","title":"Commentary: A Call to Think Differently","year":2004,"lang":"en","type":"letter","venue":"Nursing leadership","topic":"Historical and modern epidemiology studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Psychology; Nurse Administrator; Nursing; MEDLINE; Sociology; Political science; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004625481,0.0003380349,0.0006261852,0.0001454352,0.0009761455,0.00004411034,0.00056996,0.00105262,0.00006855049],"category_scores_gemma":[0.0004218291,0.0003143843,0.000209328,0.000187256,0.0009771026,0.00005684772,0.00002812493,0.001916052,0.0002876656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002438601,"about_ca_system_score_gemma":0.0001520963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00396602,"about_ca_topic_score_gemma":0.001239975,"domain_scores_codex":[0.9967713,0.0006654618,0.0002937708,0.0005757429,0.0005295605,0.00116421],"domain_scores_gemma":[0.9987909,0.0005247692,0.0001149894,0.0002991764,0.00006213532,0.0002079925],"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":[0.000008908978,0.00004023004,0.00006158476,0.00003177918,0.00004136867,0.00004388855,0.06721591,0.000001328742,0.00000108993,0.0004681894,0.9296472,0.002438514],"study_design_scores_gemma":[0.0001461087,0.00007136279,0.0001405472,0.0004785048,0.00008346447,0.000001091463,0.003650129,4.260824e-7,9.812833e-7,0.006295456,0.9887574,0.0003745741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005803331,0.0009132219,0.0004654534,0.9715887,0.002825857,0.0003676086,0.00001539133,0.0002337187,0.02353206],"genre_scores_gemma":[0.003022252,0.00003043276,0.0004321513,0.9656861,0.009234103,0.00002692355,0.00006083924,0.00004314466,0.02146403],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06356578,"threshold_uncertainty_score":0.9999308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3272714198841271,"score_gpt":0.3591628842487481,"score_spread":0.03189146436462104,"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."}}