{"id":"W58257169","doi":"10.1023/a:1014592301729","title":"What Does Two Disciplines of Scientific Psychology Have to Say to Medical Education?","year":2002,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Health Sciences Centre","funders":"","keywords":"Medical education; Psychology; Medical psychology; MEDLINE; Applied psychology; Mathematics education; Medicine; Chemistry","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":[0.02876186,0.001014558,0.002662449,0.006799737,0.008912976,0.01913511,0.003290203,0.02060521,0.02848776],"category_scores_gemma":[0.06599721,0.0008401662,0.002268462,0.00349302,0.04172346,0.03175566,0.01278507,0.01708833,0.005036768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007726536,"about_ca_system_score_gemma":0.0222082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006115722,"about_ca_topic_score_gemma":0.004902616,"domain_scores_codex":[0.9823768,0.007902616,0.0009626006,0.001811554,0.00412602,0.002820462],"domain_scores_gemma":[0.9316,0.03304582,0.004801938,0.004461939,0.01327317,0.01281725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005095468,0.0007116432,0.006000056,0.001200931,0.0001422748,0.0002887962,0.004311241,0.0001621924,0.0003822518,0.7421082,0.08767886,0.1565041],"study_design_scores_gemma":[0.0003878098,0.0002825736,0.007189434,0.002040119,0.0001159012,0.0007698689,0.01687129,0.0004216289,0.0003264889,0.7456033,0.2258465,0.0001450707],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004071751,0.02307887,0.003779129,0.9261552,0.01179411,0.00002363948,0.00003545522,0.00004876744,0.0310131],"genre_scores_gemma":[0.3289719,0.04641632,0.01536144,0.5360556,0.04611336,0.0004897068,0.0001724361,0.0001934893,0.02622585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02876186,"threshold_uncertainty_score":0.1521091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.027621163931344,"score_gpt":0.5002039533576242,"score_spread":0.4725827894262802,"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."}}