{"id":"W2063182169","doi":"10.1016/j.jmir.2009.01.003","title":"Supporting Student Success","year":2009,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Michener Institute; University of Toronto; University Health Network","funders":"","keywords":"Feeling; Psychology; Intervention (counseling); Remedial education; Medical education; Plan (archaeology); Pedagogy; Medicine; Mathematics education; Social 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":[0.00783543,0.0006225517,0.0006142562,0.001945849,0.006934001,0.01588006,0.001792505,0.003478343,0.06824838],"category_scores_gemma":[0.03504019,0.000355235,0.0004785098,0.00102241,0.003137598,0.004605343,0.01675449,0.00592208,0.02444129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002624351,"about_ca_system_score_gemma":0.01718585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001493711,"about_ca_topic_score_gemma":0.004431217,"domain_scores_codex":[0.9890271,0.002880086,0.0002333908,0.0008055734,0.003400936,0.003652695],"domain_scores_gemma":[0.8890434,0.005264663,0.004091076,0.00289463,0.01402805,0.08467821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000283511,0.002023176,0.06147575,0.0002237779,0.00006888208,0.0004342582,0.01036957,0.0002104636,0.001956441,0.08846597,0.4581453,0.3763428],"study_design_scores_gemma":[0.0001599203,0.0009124216,0.06840432,0.0006329774,0.00007355657,0.0003646658,0.03598146,0.0008064919,0.002501596,0.05941702,0.8306447,0.0001009627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2076686,0.001616122,0.003576774,0.2562174,0.00808487,0.0001966211,0.0003156969,0.0004963744,0.5218275],"genre_scores_gemma":[0.8423,0.0009830289,0.001708884,0.01279857,0.002032843,0.0001892655,0.0002969632,0.0001831788,0.1395072],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06824838,"threshold_uncertainty_score":0.2283136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778954150853865,"score_gpt":0.4453724992213783,"score_spread":0.4275829577128397,"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."}}