{"id":"W4408779839","doi":"10.32920/28651901.v1","title":"Professional Practice in Nursing: Part II","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing; Nursing practice; Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002140507,0.0007405582,0.0005268292,0.001794223,0.00173131,0.005247155,0.0007750446,0.001994136,0.02414576],"category_scores_gemma":[0.003765249,0.0003771157,0.0004454538,0.002389995,0.002618357,0.00216304,0.002662581,0.001843376,0.008088709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004061181,"about_ca_system_score_gemma":0.007590387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008019213,"about_ca_topic_score_gemma":0.008434154,"domain_scores_codex":[0.9979534,0.0005104447,0.000151197,0.0002282119,0.000832999,0.0003236947],"domain_scores_gemma":[0.9973086,0.0005861574,0.0001810086,0.0002235575,0.0007817455,0.000918941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006884622,0.0008004144,0.004843376,0.001453593,0.000009934663,0.0004003622,0.01529813,0.0006157893,0.002425358,0.06382933,0.2307641,0.6794909],"study_design_scores_gemma":[0.00001230959,0.0001936996,0.02673794,0.001888831,0.00000529447,0.001038638,0.005856006,0.0002483504,0.0004123328,0.01275591,0.9508292,0.00002149239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02569253,0.07012911,0.01122909,0.01694545,0.01113137,0.002428973,0.0005840624,0.0002267213,0.8616327],"genre_scores_gemma":[0.2672442,0.1120768,0.0195669,0.01158683,0.005637818,0.00483228,0.00282705,0.0002604173,0.5759677],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02414576,"threshold_uncertainty_score":0.08077556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04542845771745243,"score_gpt":0.4115120588996171,"score_spread":0.3660836011821647,"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."}}