{"id":"W2034624647","doi":"10.1177/0193945905275974","title":"Commentary by Wilson","year":2005,"lang":"en","type":"article","venue":"Western Journal of Nursing Research","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Medicine","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00416707,0.000104019,0.0003205678,0.0003280891,0.0007884273,0.00002266088,0.00043912,0.0001397183,0.0003715541],"category_scores_gemma":[0.0001249747,0.00008400378,0.000080588,0.0002286538,0.0001450547,0.0003632035,0.0000675066,0.00231246,0.0002580217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002191963,"about_ca_system_score_gemma":0.0008025002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005493645,"about_ca_topic_score_gemma":0.00003525322,"domain_scores_codex":[0.9959921,0.001290425,0.0007856185,0.0001285948,0.0009673662,0.0008359312],"domain_scores_gemma":[0.997472,0.001098861,0.0002657173,0.0002366086,0.000555947,0.0003708558],"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":[0.0001783752,0.0001662783,0.04145417,0.00004665507,0.00001340993,0.00001531857,0.003424567,7.397158e-7,0.0006081944,0.00002835564,0.8590364,0.09502754],"study_design_scores_gemma":[0.001610572,0.0005348384,0.01986366,0.001106935,0.00001560281,0.00005366606,0.003039323,0.000006790648,0.0001704039,0.0007264471,0.9727621,0.0001096722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4436305,0.003978864,0.0001821371,0.5324385,0.001198733,0.0003336418,0.00001310915,0.00002375863,0.0182008],"genre_scores_gemma":[0.9170313,0.001101258,0.001219017,0.06767897,0.004612786,0.00001140618,0.00001294629,0.00006334954,0.008268909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4734009,"threshold_uncertainty_score":0.9999893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2329563191873621,"score_gpt":0.5982250114569203,"score_spread":0.3652686922695582,"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."}}