{"id":"W1658268955","doi":"10.1186/s12877-015-0099-8","title":"Strategies to overcome barriers to implementing osteoporosis and fracture prevention guidelines in long-term care: a qualitative analysis of action plans suggested by front line staff in Ontario, Canada","year":2015,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital; Hamilton Health Sciences; McMaster University","funders":"Ontario Ministry of Health and Long-Term Care; McMaster University; Osteoporosis Canada; Canadian Institutes of Health Research; Hamilton Health Sciences","keywords":"Medicine; Thematic analysis; Osteoporosis; Qualitative research; Front line; Intervention (counseling); Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01848762,0.0006658492,0.0007794846,0.00151882,0.01989803,0.00429807,0.003449981,0.001923849,0.0017671],"category_scores_gemma":[0.02837071,0.0007200646,0.0005993778,0.002308199,0.01222924,0.001777783,0.004650722,0.00300207,0.0001176651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08872551,"about_ca_system_score_gemma":0.1418406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8324423,"about_ca_topic_score_gemma":0.9047516,"domain_scores_codex":[0.9811622,0.01155231,0.0006054641,0.0009660952,0.002318248,0.0033957],"domain_scores_gemma":[0.9620014,0.02116649,0.002765194,0.0007160094,0.007541454,0.005809541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000335148,0.0000393434,0.005097748,0.0001616353,0.000005272906,0.0003899842,0.9887348,0.0000587658,0.0003095277,0.0005008698,0.000932281,0.003736203],"study_design_scores_gemma":[0.000006999001,0.00002854548,0.003340193,0.0002110374,0.000006054589,0.00004640663,0.9899592,0.0001449196,0.000136447,0.0001054239,0.005996977,0.00001789901],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819532,0.0008533394,0.002764267,0.008261929,0.00009771905,0.000768334,0.0002695286,0.00003224701,0.004999416],"genre_scores_gemma":[0.9913577,0.00073372,0.002600442,0.001632389,0.00001291179,0.0004418478,0.0001102326,0.0000294587,0.003081371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1675577,"threshold_uncertainty_score":0.6437517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05777264086611743,"score_gpt":0.4167451308971398,"score_spread":0.3589724900310224,"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."}}