{"id":"W2510339774","doi":"10.7748/ns.26.6.26.s33","title":"Highs and lows","year":2011,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Psychology; Addiction; Psychoanalysis; Psychiatry","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":[0.0004402648,0.00006970295,0.0001628598,0.00009896241,0.00007982455,0.000009298024,0.00004753843,0.00004183713,0.0003091224],"category_scores_gemma":[0.0001411657,0.00005029204,0.00002260953,0.0001472023,0.0004061592,0.00005157994,0.000008746091,0.0001272464,0.00001324194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000070168,"about_ca_system_score_gemma":0.0001196427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002942405,"about_ca_topic_score_gemma":0.000002980263,"domain_scores_codex":[0.9990581,0.00001872268,0.00009687549,0.0001804303,0.0003931603,0.0002527394],"domain_scores_gemma":[0.9994414,0.0000248379,0.0000177771,0.0001710177,0.00009173353,0.0002532159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003178869,0.0002794121,0.04410968,0.0001279324,0.00004265637,0.0003426499,0.02150377,5.816813e-8,0.01218373,0.005725297,0.04401216,0.8684938],"study_design_scores_gemma":[0.01257543,0.008028865,0.7061105,0.003363522,0.000344152,0.00113476,0.008817945,0.0002206585,0.06264514,0.009356007,0.1868077,0.000595318],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8119633,0.001082848,0.001131369,0.002120712,0.0005137754,0.0002332877,0.000005817619,0.00008323012,0.1828656],"genre_scores_gemma":[0.9951047,0.00009956219,0.002344045,0.0003622997,0.0001601825,0.000002456115,0.000001816611,0.000009665328,0.001915246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8678985,"threshold_uncertainty_score":0.3384673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06381910762879979,"score_gpt":0.356258321022884,"score_spread":0.2924392133940842,"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."}}