{"id":"W2340099305","doi":"","title":"Daily Targeted Evidence Reports for Orthopaedic Surgeons: A Mixed Methods Study in India","year":2016,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Context (archaeology); Incentive; Evidence-based medicine; Randomized controlled trial; Intervention (counseling); Medical education; Family medicine; Alternative medicine; Nursing; Surgery","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01864841,0.000574727,0.001486602,0.003390457,0.002164234,0.003314736,0.001673947,0.001097148,0.003172802],"category_scores_gemma":[0.03412861,0.001186421,0.00177221,0.004714936,0.001386528,0.001784118,0.001963786,0.001087064,0.0005001334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003603176,"about_ca_system_score_gemma":0.007074349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008355225,"about_ca_topic_score_gemma":0.01626272,"domain_scores_codex":[0.9790401,0.01174205,0.00370398,0.001345656,0.002841127,0.001327135],"domain_scores_gemma":[0.9515719,0.03128902,0.01039881,0.00189408,0.003424368,0.001421787],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002866569,0.01260706,0.5636455,0.02047336,0.001586883,0.00420093,0.2467124,0.0002615458,0.002694068,0.001044172,0.001728241,0.1421794],"study_design_scores_gemma":[0.001172919,0.01623404,0.5868039,0.007789625,0.001871253,0.00305661,0.3703624,0.0006681039,0.00165809,0.000479827,0.009630261,0.0002728997],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935117,0.002110286,0.0006639144,0.0003269775,0.00002292677,0.001939187,0.0003436755,0.00001194856,0.001069303],"genre_scores_gemma":[0.986113,0.004274263,0.003310275,0.001136197,0.0000509806,0.004264823,0.0002658833,0.00001548271,0.0005691247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9813516,"threshold_uncertainty_score":0.09862334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171117406091451,"score_gpt":0.4338367987427248,"score_spread":0.3167250581335797,"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."}}