{"id":"W3141493153","doi":"","title":"REFOCUSING PREVENTION PRACTICES: FROM RISK-BASED TOWARDS SOCIAL DEVELOPMENTAL MEASURES.","year":2012,"lang":"en","type":"article","venue":"","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk prevention; Psychology; Risk analysis (engineering); Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01369359,0.0005603018,0.0002454289,0.002968944,0.007152745,0.008852788,0.001954005,0.0028495,0.001428259],"category_scores_gemma":[0.01575326,0.0003214102,0.0002635939,0.001352518,0.03960723,0.004793122,0.007013157,0.00577167,0.0002470679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02160172,"about_ca_system_score_gemma":0.03151431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08188225,"about_ca_topic_score_gemma":0.1259743,"domain_scores_codex":[0.9900216,0.005940953,0.0003496969,0.0005772556,0.002451167,0.0006592271],"domain_scores_gemma":[0.988199,0.007117553,0.001202871,0.0004666666,0.002163456,0.0008504224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002050492,0.00008239591,0.007696612,0.0004330313,0.00001574158,0.000206532,0.1828844,0.0003327951,0.0003254436,0.7207085,0.01025453,0.07703955],"study_design_scores_gemma":[0.00004023909,0.0001313055,0.01780435,0.003221179,0.00005006313,0.0003838367,0.2625321,0.00119144,0.001845445,0.1916434,0.5210899,0.00006669863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1099454,0.03515502,0.03511387,0.5027651,0.002318345,0.0003664889,0.0001013834,0.0001747821,0.3140597],"genre_scores_gemma":[0.9652047,0.008144344,0.007676099,0.009635045,0.000236387,0.0001408082,0.00002060141,0.00003816076,0.008904054],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08188225,"threshold_uncertainty_score":0.1628113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2422595881159849,"score_gpt":0.4885470281553859,"score_spread":0.2462874400394011,"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."}}