{"id":"W2747745781","doi":"10.1186/s40900-017-0067-x","title":"Recruiting patients as partners in health research: a qualitative descriptive study","year":2017,"lang":"en","type":"article","venue":"Research Involvement and Engagement","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research; International Business Machines Corporation","keywords":"Qualitative research; Public relations; Focus group; Medicine; Patient recruitment; Medical education; Psychology; Nursing; Clinical trial; Business; Political science; Marketing; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"category_scores_codex":[0.09129372,0.0003039257,0.000526877,0.0009105167,0.01335399,0.0001736326,0.0007345598,0.0001281429,0.0003159613],"category_scores_gemma":[0.002583924,0.0002705059,0.00004894705,0.0004449437,0.0005132261,0.0004591495,0.002002168,0.0033578,0.0004114102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002853562,"about_ca_system_score_gemma":0.001084428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0316915,"about_ca_topic_score_gemma":0.0107672,"domain_scores_codex":[0.9655085,0.02585165,0.001558188,0.001012169,0.003116698,0.002952802],"domain_scores_gemma":[0.9938091,0.002730793,0.0005034569,0.001042615,0.0009672988,0.0009467371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004453067,0.002203722,0.4800732,0.001758242,0.00005894182,0.00002031877,0.4912241,0.000001137259,0.00001145983,0.006068107,0.007921848,0.01021367],"study_design_scores_gemma":[0.005726846,0.005661418,0.0829822,0.002622315,0.00000419297,3.991191e-8,0.8619708,0.00007954978,0.00001877723,0.005882978,0.03478954,0.0002613768],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635885,0.0002904418,0.000007234221,0.002241585,0.0005157943,0.01189025,0.00003149535,0.00003866996,0.02139596],"genre_scores_gemma":[0.9907916,0.0008575597,0.000206346,0.0006112038,0.0001826497,0.003809012,0.0001229865,0.00004320183,0.003375473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3970909,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9366656731289521,"score_gpt":0.7144355796008154,"score_spread":0.2222300935281367,"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."}}