{"id":"W3211297676","doi":"10.4102/hsag.v26i0.1688","title":"Professional nurses’ perceptions regarding clinical competence of community service nurses in North West province, South Africa","year":2021,"lang":"en","type":"article","venue":"Health SA Gesondheid","topic":"Nursing education and management","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"University of South Africa; North-West University","keywords":"Nursing; Perception; Competence (human resources); North west; Medicine; Medical education; Psychology; Geography; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009842463,0.0001997221,0.0004961192,0.0001782489,0.0005388426,0.00003412026,0.0003358574,0.0001067155,0.0001715864],"category_scores_gemma":[0.0002379371,0.000204771,0.0001027651,0.0009058327,0.0001543194,0.0001475066,0.000122249,0.0009402357,0.00007488208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983636,"about_ca_system_score_gemma":0.0008334895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005022949,"about_ca_topic_score_gemma":0.009656499,"domain_scores_codex":[0.9962808,0.001530219,0.0009418069,0.0003338516,0.0003811186,0.0005322338],"domain_scores_gemma":[0.9979309,0.0003575655,0.000410989,0.0007342828,0.0003125681,0.0002536527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005687992,0.009382846,0.5203236,0.002908163,0.00005560207,0.0000150161,0.2144101,0.0001559265,0.0002088213,0.001625966,0.1693745,0.08097069],"study_design_scores_gemma":[0.0009597752,0.0002103389,0.8611662,0.000787215,0.00002625646,0.000008389572,0.05095739,0.0001450855,0.00002558475,0.00008473947,0.0854246,0.0002044315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582306,0.000319286,0.00002042705,0.02555262,0.01243987,0.0007615482,0.00006874344,0.0001178236,0.002489108],"genre_scores_gemma":[0.989196,0.00003070123,0.001392877,0.005491847,0.0001713816,0.00004427441,0.0001769487,0.00003190635,0.003464036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3408426,"threshold_uncertainty_score":0.835032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0763027673764794,"score_gpt":0.4051396999664238,"score_spread":0.3288369325899445,"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."}}