{"id":"W4400390483","doi":"10.2196/53777","title":"Exploring Student Perspectives and Experiences of Online Opportunities for Virtual Care Skills Development: Sequential Explanatory Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Preprint; Psychology; Explanatory model; Multimethodology; Computer science; Medical education; Mathematics education; World Wide Web; Medicine; Mathematics; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01134265,0.0006014288,0.0006420158,0.001712551,0.002893353,0.002951612,0.0008771138,0.001270761,0.00288089],"category_scores_gemma":[0.01560914,0.0006713629,0.000626017,0.00154334,0.001506392,0.002290837,0.003279504,0.001537584,0.0004283963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001810135,"about_ca_system_score_gemma":0.003164205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056002,"about_ca_topic_score_gemma":0.002799879,"domain_scores_codex":[0.9931747,0.004559608,0.0003846881,0.0003642121,0.0006469546,0.0008699186],"domain_scores_gemma":[0.9875755,0.008331563,0.001253446,0.0005048409,0.001483008,0.00085156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003233566,0.003744262,0.1099015,0.0005519671,0.00003639105,0.0008615227,0.8187019,0.0001808822,0.002062174,0.0008356246,0.0006668277,0.06213359],"study_design_scores_gemma":[0.00006686515,0.003073093,0.05547633,0.0005039243,0.00005688485,0.0005903579,0.9278202,0.0009566547,0.002872352,0.0005128795,0.008016029,0.00005443917],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965504,0.0001101203,0.001654047,0.0001704192,0.00001165327,0.0004473435,0.00007069916,0.000008557768,0.00097674],"genre_scores_gemma":[0.993587,0.0003377823,0.003165337,0.0002086985,0.00001414028,0.001317309,0.00007209778,0.000008707961,0.001288896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01134265,"threshold_uncertainty_score":0.05998641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2151935312400057,"score_gpt":0.5000683010060332,"score_spread":0.2848747697660274,"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."}}