{"id":"W2095254704","doi":"10.12927/cjnl.2013.23261","title":"Why Not Just Any Nurse Can Be a Nurse Informatician","year":2012,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nursing; Nurse Administrator; Psychology; MEDLINE; Medicine; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005085504,0.0004225993,0.0003945941,0.0003589657,0.0004791896,0.0002751277,0.0002998485,0.0002763539,0.0002589533],"category_scores_gemma":[0.0001985747,0.0004452048,0.00018434,0.0004968872,0.0003919601,0.001361335,0.000005874694,0.0004798874,0.000208397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007766642,"about_ca_system_score_gemma":0.00003883708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002023704,"about_ca_topic_score_gemma":0.00005380678,"domain_scores_codex":[0.9966865,0.0002112906,0.0005654379,0.0003442541,0.0006862027,0.00150635],"domain_scores_gemma":[0.998359,0.0002181798,0.0002733255,0.0005392107,0.00009950305,0.0005107584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008194025,0.0019454,0.01498575,0.0003392898,0.00006989737,0.000006041627,0.2518692,0.00004889331,0.004496763,0.003862983,0.5911648,0.1303916],"study_design_scores_gemma":[0.008342952,0.001758241,0.1474933,0.007104523,0.001708392,0.0002911874,0.5309599,0.001320233,0.1246192,0.00133459,0.1711013,0.003966155],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5765039,0.001222595,0.0004522409,0.3536601,0.02347787,0.001468971,0.00005797344,0.001160055,0.04199633],"genre_scores_gemma":[0.9614705,0.000001844144,0.001219485,0.03541852,0.001301176,0.00003897579,0.000100067,0.00009313679,0.0003562919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4200634,"threshold_uncertainty_score":0.9998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1607477241089069,"score_gpt":0.3413960479883527,"score_spread":0.1806483238794457,"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."}}