{"id":"W2559893908","doi":"10.1111/wvn.12187","title":"Information Seeking When Problem Solving: Perspectives of Public Health Professionals","year":2016,"lang":"en","type":"article","venue":"Worldviews on Evidence-Based Nursing","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Toronto Metropolitan University","funders":"Ryerson University","keywords":"Health professionals; Public health; Information seeking; Management science; Public relations; Psychology; Knowledge management; Computer science; Political science; Medicine; Health care; Nursing; Information retrieval; Engineering","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":[0.01046143,0.0004896125,0.0004953485,0.002824941,0.01279661,0.0107048,0.001172621,0.002920135,0.003715526],"category_scores_gemma":[0.0246449,0.0005967629,0.000568337,0.0025748,0.009488235,0.003531526,0.006240514,0.00487471,0.0003000157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01516425,"about_ca_system_score_gemma":0.04718586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2822078,"about_ca_topic_score_gemma":0.2409201,"domain_scores_codex":[0.9884089,0.00547241,0.0003450674,0.0004765461,0.002222832,0.003074131],"domain_scores_gemma":[0.9712881,0.01765707,0.002066965,0.0004450412,0.004013529,0.00452918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003047332,0.0001225106,0.02424664,0.0002395258,0.00001637041,0.0006659656,0.9539009,0.00003094058,0.0003213079,0.002078991,0.003174589,0.01517185],"study_design_scores_gemma":[0.00001326934,0.00006089661,0.0134255,0.0003383173,0.00002240924,0.0005171391,0.9575707,0.00008125741,0.0001338595,0.0008575388,0.02695814,0.00002094192],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8373618,0.008479957,0.001579571,0.072143,0.000324684,0.0002103947,0.000189013,0.00004846351,0.07966308],"genre_scores_gemma":[0.9855369,0.003732985,0.0006596296,0.00602037,0.0001085154,0.00006346279,0.00006507846,0.00001411831,0.003798918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2822078,"threshold_uncertainty_score":0.5611304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.262814045141496,"score_gpt":0.4967914386121095,"score_spread":0.2339773934706135,"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."}}