{"id":"W2159499579","doi":"10.1177/0969733007086019","title":"Ethical Preparedness and Performance of Gene Therapy Study Co-Ordinators","year":2008,"lang":"en","type":"article","venue":"Nursing Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Preparedness; Affect (linguistics); Medicine; Exploratory research; Psychology; Nursing; Medical education","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"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00694383,0.0001335528,0.0003801161,0.0001019334,0.000286929,0.000009737368,0.0001730755,0.001392207,0.00002775208],"category_scores_gemma":[0.01029786,0.0001117354,0.00005855239,0.0002303703,0.00190447,0.00004229817,0.0000302303,0.008370236,0.000005294139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013341,"about_ca_system_score_gemma":0.001521666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004022558,"about_ca_topic_score_gemma":0.00001091462,"domain_scores_codex":[0.9967777,0.0003844476,0.0004270105,0.0003645593,0.001776851,0.0002694746],"domain_scores_gemma":[0.9904769,0.007865258,0.00009159619,0.0005140284,0.0008554954,0.0001967065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00444722,0.004874994,0.7446118,0.00100063,0.0002317004,0.0001517677,0.2179022,0.00001090543,0.006249807,0.005036412,0.0006555701,0.01482701],"study_design_scores_gemma":[0.01144818,0.02440064,0.8877538,0.003614831,0.0001641956,0.0005576905,0.0122359,0.001184921,0.0473054,0.00980371,0.0008095067,0.0007211769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906288,0.0003539688,0.0000431847,0.005254515,0.0001942821,0.0004577356,0.000002632763,0.00004873485,0.003016133],"genre_scores_gemma":[0.9947405,0.002803804,0.001125683,0.0007980208,0.00009862763,0.00001047492,0.000003188106,0.00002883969,0.0003908739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2056663,"threshold_uncertainty_score":0.9999042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6453527567265379,"score_gpt":0.6229154070020615,"score_spread":0.02243734972447642,"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."}}