{"id":"W4210633437","doi":"10.1007/s40596-022-01585-5","title":"Enhancing Psychiatry Education through Podcasting: Learning from the Listener Experience","year":2022,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Centre for Addiction and Mental Health; University of Toronto; McGill University","funders":"","keywords":"Medical education; Psychology; MEDLINE; Medicine; Psychiatry","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":[0.007086178,0.000558694,0.0005310818,0.0009310317,0.001844481,0.006250786,0.001391218,0.002108607,0.01941099],"category_scores_gemma":[0.02253824,0.0002826193,0.0008010754,0.0003628326,0.001877461,0.003809621,0.007824698,0.004480057,0.003438137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008582008,"about_ca_system_score_gemma":0.002167913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004527296,"about_ca_topic_score_gemma":0.002043369,"domain_scores_codex":[0.9972,0.00155535,0.0000788859,0.0002026971,0.0006805888,0.0002824363],"domain_scores_gemma":[0.98519,0.008315628,0.0007175366,0.001355889,0.0008567354,0.003564108],"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":[0.0006311015,0.004672009,0.006601959,0.00143424,0.00008985999,0.0008046073,0.03901126,0.0007767221,0.00434419,0.01424897,0.07045491,0.8569303],"study_design_scores_gemma":[0.00165225,0.006622142,0.03956267,0.005994149,0.0005891069,0.005883557,0.09683607,0.00718834,0.01018993,0.1320636,0.6929445,0.0004736585],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.361402,0.01085159,0.2121237,0.09919675,0.02500588,0.001128002,0.0004485486,0.003703704,0.2861398],"genre_scores_gemma":[0.7961468,0.008461257,0.112568,0.01096469,0.007374548,0.0004280991,0.0002858975,0.0006880084,0.0630827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01941099,"threshold_uncertainty_score":0.06493628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05445406506676893,"score_gpt":0.4109913646327821,"score_spread":0.3565372995660132,"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."}}