{"id":"W1915982663","doi":"10.1111/jpm.12064","title":"Exploring the experience of <scp>C</scp>anadian registered psychiatric nurses: a phenomenological study","year":2013,"lang":"en","type":"article","venue":"Journal of Psychiatric and Mental Health Nursing","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Nursing; Worry; Perception; Psychiatry; Psychiatric ward; Aggression; Medicine; Psychology; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00105715,0.0002400201,0.0005616264,0.0004974988,0.0005765536,0.00005541701,0.0004229718,0.0000925582,0.00005216406],"category_scores_gemma":[0.0001011673,0.0001549165,0.0001517846,0.0007162179,0.0002315469,0.000244487,0.00002505852,0.0006251661,0.00001668598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001954284,"about_ca_system_score_gemma":0.0002380455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008850816,"about_ca_topic_score_gemma":0.00003418477,"domain_scores_codex":[0.9964485,0.0005492147,0.001459194,0.0003466739,0.0005232214,0.0006731998],"domain_scores_gemma":[0.9973283,0.0003500404,0.00123352,0.0003908701,0.0001268171,0.0005704124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001773534,0.002893433,0.02049812,0.0001091271,0.0001238239,0.00006405805,0.327879,0.000003607227,0.00001515883,0.0005500868,0.0127966,0.6348897],"study_design_scores_gemma":[0.002348222,0.005127518,0.2930261,0.0003714502,0.00004171952,0.001754925,0.6902269,0.00001547603,9.501668e-7,0.001458575,0.005512162,0.0001159583],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974638,0.008387263,0.000124016,0.005571808,0.008037108,0.000965577,0.000005465622,0.0000161174,0.002254586],"genre_scores_gemma":[0.9966787,0.0006965303,0.001270599,0.000488804,0.000592499,0.00003119193,7.804175e-7,0.00002460968,0.0002163257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6347737,"threshold_uncertainty_score":0.6317312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1108925427228348,"score_gpt":0.4073462901147188,"score_spread":0.296453747391884,"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."}}