{"id":"W6913006877","doi":"10.5683/sp3/phqavd","title":"Empowering chiropractic students: the CHIRO-Force peer-assisted learning programs for manual therapy education","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Chiropractic; Session (web analytics); Program evaluation; Training manual; Pilot program; Qualitative analysis","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":[0.0018754,0.001070454,0.000708529,0.004277959,0.001531596,0.001585634,0.001808208,0.001620463,0.01264617],"category_scores_gemma":[0.01049769,0.0003557731,0.001030119,0.005324073,0.0004163155,0.0009555867,0.002025283,0.001237546,0.01171538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004607157,"about_ca_system_score_gemma":0.006930406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3220981,"about_ca_topic_score_gemma":0.6180277,"domain_scores_codex":[0.9967238,0.0007010256,0.0002270886,0.0005011939,0.001446963,0.000399982],"domain_scores_gemma":[0.9916189,0.001739347,0.0005629943,0.0008390531,0.004286557,0.0009531045],"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":[0.000498664,0.0004010295,0.03727347,0.003050687,0.0001261995,0.0002335193,0.001199899,0.0009512273,0.0009331636,0.0007530083,0.884092,0.0704872],"study_design_scores_gemma":[0.0001510567,0.0001397211,0.1100399,0.001300968,0.00006782477,0.000136774,0.001930998,0.001492469,0.001386085,0.0004317025,0.8828221,0.0001004604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01821185,0.001233712,0.0009028704,0.0007923208,0.0001808613,0.0004227949,0.9673694,0.0009779087,0.009908261],"genre_scores_gemma":[0.0152978,0.0005011545,0.003100029,0.0002490018,0.000036894,0.000846103,0.9725097,0.0001260803,0.007333316],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3220981,"threshold_uncertainty_score":0.6404467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03323205689029451,"score_gpt":0.3915213845702329,"score_spread":0.3582893276799384,"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."}}