{"id":"W2923817166","doi":"10.36834/cmej.53013","title":"Building successful and sustainable academic health science partnerships: exploring perspectives of hospital leaders","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Internship; General partnership; Thematic analysis; Health care; Medical education; Public relations; Qualitative research; Medicine; Nursing; Psychology; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003067786,0.0001134173,0.0002454482,0.001041075,0.0003725154,0.0000455159,0.0002619697,0.00012281,0.002245052],"category_scores_gemma":[0.0158623,0.0001073249,0.00003438357,0.001169308,0.0009014935,0.0006075127,0.0000278212,0.001188609,0.000009420792],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001543395,"about_ca_system_score_gemma":0.0911217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002188929,"about_ca_topic_score_gemma":0.0001117199,"domain_scores_codex":[0.997528,0.00003904168,0.0004870441,0.000266531,0.001011047,0.0006683992],"domain_scores_gemma":[0.994931,0.00003158682,0.0002200979,0.0001920028,0.001078666,0.003546682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004879539,0.0005806721,0.3024182,0.001313606,0.00008995188,0.00004030325,0.08476468,0.000006905486,0.0001568166,0.2639259,0.0766029,0.2700513],"study_design_scores_gemma":[0.00117082,0.0006340971,0.0771722,0.00182488,0.00003540767,0.0008685171,0.8434531,0.0004751077,0.0001719253,0.001304623,0.07257185,0.0003174791],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8793097,0.001316258,0.00007181434,0.1167935,0.001485427,0.0002769485,3.473003e-7,0.00001041528,0.0007355652],"genre_scores_gemma":[0.9898507,0.0003811343,0.002050874,0.00658949,0.0007093722,0.00001811289,0.00000280658,0.00001544681,0.0003820909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7586884,"threshold_uncertainty_score":0.998667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04316118222736921,"score_gpt":0.3784123708140646,"score_spread":0.3352511885866954,"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."}}