{"id":"W116514716","doi":"10.7748/nr2008.04.15.3.12.c6453","title":"Research method issue: recruiting and retaining subjects in a research study","year":2008,"lang":"en","type":"review","venue":"Nurse Researcher","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université de Montréal; University of Ottawa; Université Laval","funders":"","keywords":"Psychology; Medical education; Applied psychology; Sociology; Medicine","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1020655,0.0004141312,0.001974902,0.004421749,0.003090889,0.0009015962,0.002023306,0.0005371848,0.0004912164],"category_scores_gemma":[0.0186348,0.0003607037,0.000290057,0.009104054,0.001875058,0.0004445814,0.001167332,0.007333677,0.0003091737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009837287,"about_ca_system_score_gemma":0.003281245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02211903,"about_ca_topic_score_gemma":0.01185042,"domain_scores_codex":[0.929449,0.05897414,0.00107028,0.001769447,0.005716323,0.003020864],"domain_scores_gemma":[0.9821547,0.01496652,0.0001817369,0.001178847,0.0008162858,0.0007019645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001267589,0.0002773979,0.0003472424,0.0009888565,0.0001021859,0.0005006692,0.03428171,1.765697e-7,3.33079e-7,0.0009267316,0.004806935,0.9577551],"study_design_scores_gemma":[0.0002160435,0.0001455351,0.0001192858,0.006239007,0.0000368416,0.000009936004,0.08030394,0.00002193137,1.5628e-7,0.0003435491,0.9122486,0.0003151823],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003211494,0.8816426,0.00000414424,0.0003906814,0.00005338436,0.003034005,0.0000166513,0.0000496499,0.1144877],"genre_scores_gemma":[0.0003730331,0.9824182,0.0007125865,0.00000586441,0.0009025826,0.00064193,0.00003144754,0.0001094276,0.01480487],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9574399,"threshold_uncertainty_score":0.9998845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6967568082971358,"score_gpt":0.6748418146738805,"score_spread":0.02191499362325533,"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."}}