{"id":"W2599272316","doi":"10.7748/nr.2017.e1502","title":"So you think you’ve designed an effective recruitment protocol?","year":2017,"lang":"en","type":"article","venue":"Nurse Researcher","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Protocol (science); Plan (archaeology); Health care; Psychology; Data collection; Research ethics; Work (physics); Control (management); Medical education; Resilience (materials science); Nursing; Medicine; Computer science; Sociology; Alternative 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":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01642275,0.0002821735,0.0005228981,0.0001974391,0.001063959,0.0005163541,0.001265109,0.0008115569,0.001586719],"category_scores_gemma":[0.04475036,0.0002111092,0.00021195,0.0001748292,0.002010843,0.0003591118,0.000423481,0.004384823,0.00105174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005832962,"about_ca_system_score_gemma":0.001471114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004736379,"about_ca_topic_score_gemma":0.0002207324,"domain_scores_codex":[0.9931003,0.001191304,0.0004669044,0.0009825001,0.003137041,0.001121972],"domain_scores_gemma":[0.9902956,0.003573386,0.0001743378,0.003328308,0.001481836,0.001146521],"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":[0.0201974,0.007375468,0.03323136,0.0023829,0.000884931,0.002176858,0.008967591,0.00000323425,0.03753421,0.02414171,0.01728764,0.8458167],"study_design_scores_gemma":[0.03021307,0.02612829,0.5678601,0.003556499,0.0002014455,0.00008500569,0.002973592,0.001558121,0.06960309,0.1489385,0.1475148,0.001367447],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1606902,0.0001207988,0.0003270052,0.04447298,0.0004377881,0.4911373,0.00004127766,0.0004483243,0.3023243],"genre_scores_gemma":[0.387217,0.0001239403,0.008093801,0.001094494,0.00224264,0.4339615,0.00004602919,0.0003295059,0.1668911],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8444492,"threshold_uncertainty_score":0.9997261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6954480903899574,"score_gpt":0.6688927632627951,"score_spread":0.02655532712716224,"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."}}