{"id":"W2791591299","doi":"10.1186/s12910-018-0260-y","title":"Early-career researchers’ views on ethical dimensions of patient engagement in research","year":2018,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval; Dalhousie University","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Réseau de recherche portant sur les interventions en sciences infirmières du Québec","keywords":"Preparedness; Psychology; Medical education; Research ethics; Likert scale; Medicine; Political science","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","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity","insufficient_payload"],"category_scores_codex":[0.05918725,0.0001825642,0.0004070335,0.0003908028,0.00119515,0.00000540792,0.000513766,0.002019329,0.002974429],"category_scores_gemma":[0.04419315,0.0001254831,0.00007660441,0.0007612433,0.001157023,0.00003521468,0.0008012252,0.01788495,0.001533569],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005040134,"about_ca_system_score_gemma":0.00923652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002381305,"about_ca_topic_score_gemma":0.02133856,"domain_scores_codex":[0.9654654,0.02457666,0.001519072,0.0005361218,0.006500705,0.001401985],"domain_scores_gemma":[0.9475017,0.04924069,0.0002023975,0.0007521569,0.001096843,0.001206208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004074553,0.004169623,0.2766111,0.02131808,0.00006446995,0.0001046316,0.3819182,0.000008628179,0.0002024582,0.2166442,0.08119579,0.0136883],"study_design_scores_gemma":[0.0131336,0.02711497,0.09051197,0.08382467,0.0000362146,0.00000204491,0.07732789,0.00147473,0.001697233,0.03865533,0.6649382,0.001283195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683846,0.0001956875,0.0001524323,0.01096885,0.001277641,0.002493217,0.00002420538,0.00003875527,0.01646467],"genre_scores_gemma":[0.977222,0.0009480812,0.001135137,0.01917857,0.000409183,0.0004394501,0.00004698357,0.00003276422,0.0005878437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5837424,"threshold_uncertainty_score":0.9992763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.880716479659837,"score_gpt":0.6438049836234853,"score_spread":0.2369114960363518,"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."}}