{"id":"W2318232533","doi":"10.1097/psn.0000000000000016","title":"The Success of PSN Depends on Dedicated Volunteers","year":2013,"lang":"en","type":"article","venue":"Plastic Surgical Nursing","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thornhill Medical (Canada); Canadian Nurses Association","funders":"","keywords":"Psychology; Political science; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01272888,0.0003766436,0.0004604694,0.0006086244,0.007893515,0.004022832,0.001092138,0.001857781,0.04010593],"category_scores_gemma":[0.05935182,0.0002778895,0.000362746,0.0004092586,0.00275231,0.003090703,0.005605561,0.005413841,0.01940321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002367224,"about_ca_system_score_gemma":0.018308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005716319,"about_ca_topic_score_gemma":0.01192483,"domain_scores_codex":[0.989626,0.004208285,0.0004019102,0.0006874443,0.003244753,0.001831558],"domain_scores_gemma":[0.9187478,0.01076797,0.002323141,0.003321514,0.01499228,0.04984728],"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":[0.00008651082,0.0005747081,0.01458993,0.0002760519,0.00002755467,0.0007174753,0.005927057,0.00008034449,0.0006125051,0.0109659,0.6514667,0.3146752],"study_design_scores_gemma":[0.00004082493,0.0004738763,0.02976265,0.001602178,0.00001378957,0.002311518,0.02265023,0.0001381737,0.0002851133,0.009995029,0.9326776,0.00004882182],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05105112,0.009660585,0.007043843,0.4612994,0.03641221,0.0008772087,0.0001769436,0.000559988,0.4329188],"genre_scores_gemma":[0.5302742,0.01958767,0.01121493,0.1588703,0.01291468,0.001446853,0.0004859412,0.001013101,0.2641922],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04010593,"threshold_uncertainty_score":0.1341677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01568487403228804,"score_gpt":0.3064348015233695,"score_spread":0.2907499274910815,"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."}}