{"id":"W2105623833","doi":"10.1080/13561820802012950","title":"A new model for collaborative continuing professional development","year":2008,"lang":"en","type":"article","venue":"Journal of Interprofessional Care","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Home and Community Care Support Services; Queen's University","funders":"Health Canada; Government of Canada","keywords":"Participatory action research; Collaborative model; Citizen journalism; Continuing professional development; Collaborative Care; Nursing; Primary care; Medical education; Professional development; Medicine; Knowledge management; Sociology; Political science; Family medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006534887,0.0003114004,0.0005926699,0.0003705891,0.001303773,0.00001158479,0.0004360373,0.000354871,0.0006436154],"category_scores_gemma":[0.0005546103,0.0002279334,0.0002238515,0.00038062,0.00006339654,0.0004846961,0.0001476911,0.001089417,0.00007276276],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007429566,"about_ca_system_score_gemma":0.02198927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007909908,"about_ca_topic_score_gemma":0.00008952335,"domain_scores_codex":[0.9962692,0.0003793624,0.001735697,0.0002814541,0.0008574661,0.000476854],"domain_scores_gemma":[0.9918894,0.0007039529,0.001520894,0.0001928919,0.005309747,0.0003831341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.01402748,0.0003779758,0.0205218,0.000421228,0.0002259817,0.00003082964,0.3415678,0.0003296015,0.007657574,0.006211148,0.5950546,0.01357396],"study_design_scores_gemma":[0.02328368,0.001780109,0.04368379,0.02795201,0.0002589364,0.0002393649,0.5834053,0.008609463,0.00748189,0.006822474,0.2940505,0.002432535],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9026716,0.001259501,0.06839301,0.003382199,0.01944946,0.00190162,0.00007979722,0.0000622497,0.002800584],"genre_scores_gemma":[0.8500216,0.00002072276,0.07939473,0.001707554,0.001340868,0.00020695,0.0000735311,0.00005219765,0.06718186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3010042,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04441176451348483,"score_gpt":0.4315061479569809,"score_spread":0.3870943834434961,"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."}}