{"id":"W7042574332","doi":"","title":"Profiles of Risk-Taking Sexual and Substance Use Behaviors in French-Canadian Emerging Adults: A Latent Class Analysis","year":2018,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Latent class model; Substance use; Class (philosophy); Statistical analysis; Item response theory","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":[0.002118469,0.000869343,0.0008800795,0.002574113,0.005506704,0.003193507,0.001928873,0.001179495,0.005211392],"category_scores_gemma":[0.004007748,0.0005813024,0.002306355,0.004549283,0.0009800923,0.0008444923,0.001569754,0.001787049,0.0007411286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01908743,"about_ca_system_score_gemma":0.02088072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9889461,"about_ca_topic_score_gemma":0.9892896,"domain_scores_codex":[0.9985496,0.0002153794,0.00007171255,0.0002645873,0.000302915,0.0005957936],"domain_scores_gemma":[0.9979268,0.0002019194,0.0002116947,0.0001679844,0.0009733749,0.0005181307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001269588,0.0001102458,0.9904682,0.00001574022,0.000140545,0.00003870403,0.002380031,0.0001581791,0.0001265813,0.0003015626,0.001515082,0.004618132],"study_design_scores_gemma":[0.00001425296,0.00003773753,0.9920277,0.00004817763,0.0000705296,0.00003898066,0.004943465,0.00118618,0.00006028173,0.0001194561,0.001422005,0.00003115581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941104,0.0004047783,0.0004579407,0.0002778938,0.00002020995,0.00006560492,0.003666255,0.00001367871,0.000983117],"genre_scores_gemma":[0.9892043,0.0004527048,0.0007586351,0.0001023643,0.00001075453,0.00008762943,0.006754583,0.00001844012,0.002610585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01908743,"threshold_uncertainty_score":0.1384896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724993000720213,"score_gpt":0.2583957179911092,"score_spread":0.241145787983907,"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."}}