{"id":"W2117996639","doi":"10.1080/01421590802366129","title":"A qualitative study of physicians’ experiences with online learning in a masters degree program: Benefits, challenges, and proposed solutions","year":2009,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"University of Illinois at Chicago","keywords":"CLARITY; Curriculum; Medical education; Online learning; Scholarship; Negotiation; Psychology; Qualitative research; Medicine; Pedagogy; Computer science; Multimedia","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":[],"consensus_categories":[],"category_scores_codex":[0.001207112,0.0000988266,0.0002263376,0.00007224726,0.0001613167,0.00001432133,0.0001385808,0.00008206104,0.00005951199],"category_scores_gemma":[0.0003949919,0.00007411481,0.000019857,0.0002731431,0.0003313209,0.0001246572,0.00002541526,0.000422913,6.567082e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002679846,"about_ca_system_score_gemma":0.0001659812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003923258,"about_ca_topic_score_gemma":0.009037201,"domain_scores_codex":[0.9977682,0.0008068631,0.0002067931,0.0002368215,0.0006802247,0.0003010838],"domain_scores_gemma":[0.9996272,0.00007095613,0.00009316654,0.00006975104,0.0000462453,0.00009271444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001693724,0.00132575,0.001148103,0.000003972661,0.000008905264,0.000005601315,0.5246651,0.000002487925,6.668164e-7,0.0002201898,0.000003876081,0.4725984],"study_design_scores_gemma":[0.0007782078,0.001732428,0.007190036,0.0001437008,0.00001132154,5.523355e-7,0.9880175,0.0003365362,5.470504e-7,0.00004578009,0.001640531,0.0001028741],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909315,0.001118192,0.000009166974,0.005616441,0.00001610704,0.0003933592,2.225045e-7,0.0000656045,0.001849466],"genre_scores_gemma":[0.9987637,0.0001637901,0.0006766213,0.0000257107,0.00009411653,0.00002291193,0.000002548061,0.0000058273,0.000244791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4724955,"threshold_uncertainty_score":0.5042971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235339343347016,"score_gpt":0.410124845834831,"score_spread":0.2865909115001294,"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."}}