{"id":"W4394131945","doi":"10.6084/m9.figshare.20729854","title":"Practice based small group learning during a pandemic: an evaluation from Defence Primary Healthcare","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Group (periodic table); Health care; Psychology; Computer science; Coronavirus disease 2019 (COVID-19); Political science; Medicine; Chemistry; Internal medicine; Law; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02394656,0.0007927944,0.001369525,0.001999756,0.001687274,0.002285051,0.002475158,0.001767832,0.02059405],"category_scores_gemma":[0.06902067,0.0005795725,0.002492397,0.003457624,0.000818486,0.002379114,0.003329098,0.002392578,0.00544368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005907579,"about_ca_system_score_gemma":0.01064929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04884318,"about_ca_topic_score_gemma":0.07121643,"domain_scores_codex":[0.9823548,0.0118131,0.001699337,0.0007003202,0.002589084,0.0008434719],"domain_scores_gemma":[0.9405242,0.03231293,0.004133342,0.004947392,0.01365962,0.004422515],"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":[0.04713554,0.02059017,0.04304416,0.05316928,0.001850919,0.0003522307,0.01365885,0.003569655,0.0004766255,0.002092184,0.4946846,0.3193758],"study_design_scores_gemma":[0.06672642,0.0290395,0.3933072,0.02988155,0.002017763,0.0003653205,0.02568418,0.002901226,0.00121509,0.001643647,0.4467568,0.0004612428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.3239219,0.006063897,0.001517419,0.00603222,0.0007005002,0.03857663,0.5841348,0.0007782449,0.03827451],"genre_scores_gemma":[0.4246571,0.005662242,0.01319296,0.006682835,0.000273838,0.1307689,0.4032857,0.0004590409,0.01501743],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04884318,"threshold_uncertainty_score":0.1266431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2393102506569771,"score_gpt":0.4549019759918879,"score_spread":0.2155917253349108,"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."}}