{"id":"W4232070818","doi":"10.1177/019394590102300210","title":"Book Review","year":2001,"lang":"en","type":"article","venue":"Western Journal of Nursing Research","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006348341,0.000134667,0.0004081986,0.0006447959,0.0001343095,0.0001197273,0.0007306582,0.00005975727,0.001837159],"category_scores_gemma":[0.0005619106,0.0001102621,0.0001718253,0.0009490216,0.0003486264,0.0005993142,0.0000392516,0.001235409,0.006625918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006498907,"about_ca_system_score_gemma":0.0002155278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000207479,"about_ca_topic_score_gemma":6.141809e-7,"domain_scores_codex":[0.9952937,0.0009515894,0.0006881725,0.0001735327,0.002163219,0.0007298008],"domain_scores_gemma":[0.9972338,0.0002775692,0.000293356,0.0004080939,0.001382277,0.0004049125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001848944,0.0002738105,0.002047015,0.0001077867,0.00002343484,0.0005113653,0.0002729468,0.000003145029,0.001672951,0.000007452566,0.9750021,0.01989317],"study_design_scores_gemma":[0.000644231,0.0005584638,0.004034845,0.03298705,0.00004426399,0.006323445,0.0001053504,0.000006306436,0.0002920819,0.0003272952,0.9545448,0.0001318553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02089776,0.9406952,0.00007738884,0.02316251,0.0003733854,0.0003142641,0.00000165528,0.00006310618,0.01441471],"genre_scores_gemma":[0.2415536,0.6175157,0.001428596,0.02145631,0.007192032,0.00002534473,0.000007407284,0.002217559,0.1086035],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3231795,"threshold_uncertainty_score":0.9990753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2194649659398316,"score_gpt":0.5190582576755015,"score_spread":0.2995932917356699,"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."}}