{"id":"W4416337233","doi":"10.1186/s12909-025-08189-1","title":"Exploring the meta-motivational strategies utilized by medical students in Jordan: an exploratory study","year":2025,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Karolinska Institutet","keywords":"Exploratory research; Psychological intervention; Bridging (networking); MEDLINE; Qualitative research; Medical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004332878,0.0003015829,0.0005695593,0.002431225,0.001056821,0.002076579,0.000455197,0.0004350249,0.001227693],"category_scores_gemma":[0.005365991,0.0003269422,0.001006036,0.001579435,0.0005349714,0.001154723,0.001195913,0.000635432,0.0001107148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025978,"about_ca_system_score_gemma":0.001702872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676572,"about_ca_topic_score_gemma":0.004874261,"domain_scores_codex":[0.9990395,0.000488902,0.0001278811,0.00007231128,0.0001778656,0.00009353295],"domain_scores_gemma":[0.9974585,0.001043898,0.000658153,0.000124666,0.0003491761,0.0003656158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001374541,0.0006874654,0.8393731,0.0008878105,0.0003448009,0.0004216048,0.122287,0.00007578648,0.0009594596,0.0004462201,0.0003675602,0.0340119],"study_design_scores_gemma":[0.00003893038,0.0007690986,0.81398,0.0006150542,0.0003392696,0.0008542684,0.1765907,0.0008704919,0.0004821992,0.0008287801,0.004587606,0.00004356841],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998362,0.0005803263,0.0002162452,0.0001516608,0.000002946479,0.00008428226,0.00006244353,0.000002751766,0.0005372607],"genre_scores_gemma":[0.9982131,0.0005430368,0.0007379653,0.0001043928,0.000004664885,0.0000746967,0.0001086403,0.000002335647,0.0002112475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004332878,"threshold_uncertainty_score":0.02291477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1364713873775457,"score_gpt":0.4248189494078478,"score_spread":0.2883475620303021,"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."}}