{"id":"W2081948025","doi":"10.1111/j.1743-498x.2009.00337.x","title":"Online learning in paediatrics: a student‐led web‐based learning modality","year":2010,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Curriculum; Modalities; Medical education; Modality (human–computer interaction); The Internet; Resource (disambiguation); Medicine; Active learning (machine learning); Peer learning; Multimedia; Psychology; Computer science; Mathematics education; World Wide Web; Pedagogy; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003298345,0.0004059348,0.0002805997,0.000807689,0.0007201384,0.002081418,0.001305456,0.000975113,0.01807787],"category_scores_gemma":[0.006906892,0.0001895137,0.000721005,0.0007655188,0.0005308702,0.001799576,0.005658492,0.001212026,0.006192136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005165482,"about_ca_system_score_gemma":0.002420042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004659246,"about_ca_topic_score_gemma":0.001607017,"domain_scores_codex":[0.9979765,0.001088436,0.0001008166,0.0002200953,0.0004267449,0.0001874814],"domain_scores_gemma":[0.9956963,0.00164616,0.0001944445,0.0002278795,0.0002250702,0.002010124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002734452,0.004215249,0.01015372,0.0009610322,0.00003742734,0.0009210585,0.004798164,0.0004291407,0.001981762,0.001233491,0.05672631,0.9182692],"study_design_scores_gemma":[0.001231483,0.009017617,0.07994194,0.003188325,0.0002068344,0.01586881,0.01024602,0.0046487,0.008603398,0.009255139,0.8574607,0.0003309368],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6384833,0.007736914,0.0838397,0.01593659,0.002608591,0.004783323,0.00404569,0.01292323,0.2296426],"genre_scores_gemma":[0.7148986,0.009073741,0.1939671,0.008055232,0.002098365,0.004821066,0.004076917,0.001015179,0.06199386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01807787,"threshold_uncertainty_score":0.06047654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2005769739521094,"score_gpt":0.527494343950079,"score_spread":0.3269173699979696,"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."}}