{"id":"W2795697481","doi":"10.22374/jmhan.v1i1.3","title":"Peplau’s Contributions to Psychiatric and Nursing Knowledge","year":2017,"lang":"en","type":"article","venue":"Journal of Mental Health and Addiction Nursing","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Nursing theory; Nursing; Knowledge base; Psychology; Interpersonal communication; Nursing research; Nursing practice; Medicine; MEDLINE; Computer science; Social psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.009269559,0.0004100873,0.0005490028,0.003534333,0.00716329,0.008085817,0.001153814,0.003557886,0.004110293],"category_scores_gemma":[0.01984888,0.0003417214,0.0003069721,0.001821487,0.01957773,0.01172739,0.008173238,0.01017874,0.0007900515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006310339,"about_ca_system_score_gemma":0.01129321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008976605,"about_ca_topic_score_gemma":0.008261051,"domain_scores_codex":[0.9915418,0.004141532,0.0004724646,0.0008135344,0.002358015,0.0006727504],"domain_scores_gemma":[0.9784747,0.01354638,0.0005540819,0.000761273,0.003117197,0.003546342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000297112,0.00004790384,0.0006377404,0.0003320449,0.00001141403,0.000626243,0.02137095,0.0001427799,0.0001070776,0.6283878,0.272486,0.07582042],"study_design_scores_gemma":[0.00000643204,0.00001339646,0.0004137444,0.0005665207,0.000003969008,0.0008181193,0.004415736,0.0001390955,0.0001657904,0.1168109,0.8766204,0.00002600702],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00483174,0.07967941,0.006338583,0.7567454,0.01929457,0.0000398351,0.00006576184,0.00006500821,0.1329397],"genre_scores_gemma":[0.4436592,0.1777266,0.02524237,0.2097525,0.03247628,0.0003008994,0.0001192627,0.0001748825,0.1105481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009269559,"threshold_uncertainty_score":0.04902273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270105562221702,"score_gpt":0.40958506287122,"score_spread":0.3825745066490499,"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."}}